4LLab Publications — Data Analytics Group, Adelaide University

% auto-added 2026-08-01
@article{liu2026,
  title={Trustworthy and Explainable Causal Representation Learning in Transformers},
  author={Yang Janet Liu and Yinghao Zhang and Liu Lin and Jiuyong Li and Debo Cheng and Zaiwen Feng},
  pages={27482--27501},
  year={2026},
  doi={10.18653/v1/2026.findings-acl.1368},
}

@article{gao2026,
  title={Lightweight Wrappers for Adapting Time Series Foundation Models to Regional Drought Forecasting},
  author={Wentao Gao and Jiuyong Li and Lin Liu and Thuc Duy Le and Jixue Liu and Yanchang Zhao and Yun Chen},
  journal={arXiv (Cornell University)},
  year={2026},
  doi={10.48550/arxiv.2607.17511},
}

@article{gao2026,
  title={Residual-Guided Multi-Resolution Refinement of Foundation Models: A Case Study in Drought Forecasting},
  author={Wentao Gao and Jiuyong Li and Lin Liu and Thuc Duy Le and Jixue Liu and Yanchang Zhao and Yun Chen},
  journal={arXiv (Cornell University)},
  year={2026},
  doi={10.48550/arxiv.2607.17507},
}

@article{zhang2026,
  title={Enhancing Knowledge Base Question Answering with AMR-Driven Subgraph Retrieval},
  author={Xi Zhang and Zhenyun Deng and Wentao Deng and Lin Liu and Jiuyong Li and Hongyu Zhang and Xiaoxia Li and Debo Cheng and Zaiwen Feng},
  journal={Neural Networks},
  pages={109427--109427},
  year={2026},
  doi={10.1016/j.neunet.2026.109427},
}

@article{furqon2026,
  title={Black-box time-series domain adaptation via cross-prompt foundation model},
  author={M.T. Furqon and Mahardhika Pratama and Igor Škrjanc and Lin Liu and H. Habibullah and Kutluyıl Doğançay},
  journal={Knowledge-Based Systems},
  volume={351},
  pages={116674--116674},
  year={2026},
  doi={10.1016/j.knosys.2026.116674},
}

@article{bigdeli2022,
  title={Penetrance and Pleiotropy of Polygenic Risk Scores for Schizophrenia, Bipolar Disorder, and Depression Among Adults in the US Veterans Affairs Health Care System},
  author={Tim B. Bigdeli and Georgios Voloudakis and Peter B. Barr and Bryan R. Gorman and Giulio Genovese and Roseann E. Peterson and David Burstein and Vlad I. Velicu and Yuli Li and Rishab Gupta and Manuel Mattheisen and Simone Tomasi and Nallakkandi Rajeevan and Frederick Sayward and Krishnan Radhakrishnan and Sundar Natarajan and Anil K. Malhotra and Yunling Shi and Hongyu Zhao and Thomas R. Kosten and John Concato and Timothy J. O’Leary and Ronald M. Przygodzki and Theresa Gleason and Saiju Pyarajan and Mary T. Brophy and Grant D. Huang and Sumitra Muralidhar and J. Michael Gaziano and Mihaela Aslan and Ayman H. Fanous and Philip D. Harvey and Panos Roussos and Cooperative Studies Program (CSP) #572 and Million Veteran Program (MVP) and Mihaela Aslan and M Antonelli and M de Asis and MS Bauer and Mary T. Brophy and John Concato and Fiona Cunningham and Robert Freedman and Michael Gaziano and Theresa Gleason and Philip D. Harvey and Grant D. Huang and John R. Kelsoe and Thomas R. Kosten and Thomas Lehner and JB Lohr and S. R. Marder and P. Miller and Timothy O Leary and Thomas L. Patterson and P Peduzzi and Ronald Przygodski and Larry J. Siever and Pamela Sklar and Stephen M. Strakowski and Hongyu Zhao and Ayman H. Fanous and W Farwell and A Malhorta and Shrikant Mane and P Palacios and Tim B. Bigdeli and M Corsey and L Zaluda and Juanita Johnson and Melyssa Sueiro and D Cavaliere and V Jeanpaul and Alysia Maffucci and L Mancini and Jennifer E. Deen and G Muldoon and Stacey B. Whitbourne and José M. Cañive and L Adamson and L Calais and G Fuldauer and R Kushner and G Toney and M Lackey and A Mank and N Mahdavi and Gerardo Villarreal and EC Muly and F. Amin and M Dent and J Wold and Benedikt Fischer and A Elliott and C Felix and G Gill and PE Parker and C Logan and J McAlpine and DeLisi Le and SG Reece},
  journal={JAMA Psychiatry},
  volume={79},
  number={11},
  pages={1092--1092},
  year={2022},
  doi={10.1001/jamapsychiatry.2022.2742},
}

@article{barr2023,
  title={Correlates of Risk for Disinhibited Behaviors in the Million Veteran Program Cohort},
  author={Peter B. Barr and Tim B. Bigdeli and Jacquelyn L. Meyers and Roseann E. Peterson and Sandra Sanchez‐Roige and Travis T. Mallard and Danielle M. Dick and K. Paige Harden and Anna V. Wilkinson and David P. Graham and David A. Nielsen and Alan C. Swann and Rachele K. Lipsky and Thomas R. Kosten and Mihaela Aslan and Philip D. Harvey and Nathan A. Kimbrel and Jean C. Beckham and Million Veteran Program (MVP)Cooperative Studies Program (CSP) #572 and Mihaela Aslan and M Antonelli and M de Asis and MS Bauer and Mary T. Brophy and John Concato and Fiona Cunningham and Robert Freedman and Michael Gaziano and Theresa Gleason and Philip D. Harvey and Grant D. Huang and John R. Kelsoe and Thomas R. Kosten and Thomas Lehner and JB Lohr and S. R. Marder and P. Miller and Timothy O Leary and Thomas L. Patterson and P Peduzzi and Ronald Przygodski and Larry J. Siever and Pamela Sklar and Stephen M. Strakowski and Hongyu Zhao and Ayman H. Fanous and W Farwell and A Malhorta and Shrikant Mane and P Palacios and Tim B. Bigdeli and M Corsey and L Zaluda and Juanita Johnson and Melyssa Sueiro and D Cavaliere and V Jeanpaul and Alysia Maffucci and L Mancini and Jennifer E. Deen and G Muldoon and Stacey B. Whitbourne and José M. Cañive and L Adamson and L Calais and G Fuldauer and R Kushner and G Toney and M Lackey and A Mank and N Mahdavi and Gerardo Villarreal and EC Muly and F. Amin and M Dent and J Wold and Benedikt Fischer and A Elliott and C Felix and G Gill and PE Parker and C Logan and J McAlpine and DeLisi Le and SG Reece and MB Hammer and D Agbor‐Tabie and W Goodson and Muhammad Rahil Aslam and M Grainger and Neil M. Richtand and Alexander Rybalsky and R Al Jurdi and E Boeckman and T Natividad and Daniel J. Smıth and Maureen T. Stewart and S Torres and Zijie Zhao and A Mayeda},
  journal={JAMA Psychiatry},
  volume={81},
  number={2},
  pages={188--188},
  year={2023},
  doi={10.1001/jamapsychiatry.2023.4141},
}

@article{changwolf2024,
  title={Performance of Polygenic Risk Scores for Primary Open-Angle Glaucoma in Populations of African Descent},
  author={Jennifer M. Chang‐Wolf and Tyler G. Kinzy and Sjoerd J. Driessen and Lauren A. Cruz and Sudha K. Iyengar and Neal S. Peachey and Tin Aung and Chiea Chuen Khor and Susan Williams and Michèle Ramsay and Olusola Olawoye and Adeyinka Ashaye and Caroline C. W. Klaver and Michael A. Hauser and Alberta A. H. J. Thiadens and Jessica N. Cooke Bailey and Pieter W. M. Bonnemaijer and Genetics in Glaucoma Patients of African Descent (GIGA) Study GroupGenetics of Glaucoma in People of African Descent (GGLAD) Study GroupMillion Veteran Program (MVP) and Anna J. Sanywia and Colin Cook and Hassan G. Hassan and Neema Kanyaro and Cyprian Ntomoka and R. Rand Allingham and Carly J. van der Heide and Kent D. Taylor and Jerome I. Rotter and Shih‐Hsiu J. Wang and Sadiq M. Abdullahi and Khaled K. Abu‐Amero and Michael G. Anderson and Stephen Akafo and Mahmoud B Alhassan and Ifeoma N. Asimadu and Radha Ayyagari and Seydou Bakayoko and Prisca Biangoup Nyamsi and Donald W. Bowden and William Bromley and Donald L. Budenz and Trevor Carmichael and Pratap Challa and Yii‐Der Ida Chen and Chimdi M Chuka-Okosa and Vital Paulino Costa and Dianne A. Cruz and Harvey Dubiner and John F. Ervin and Robert Feldman and Miles J. Flamme‐Wiese and Douglas Gaasterland and Sarah J. Garnai and Christopher A. Girkin and Nouhoum Guirou and Xiuqing Guo and Jonathan L. Haines and Christopher Hammond and Leon W. Herndon and Thomas J. Hoffmann and Christine M. Hulette and Abba Hydara and Robert P. Igo and Eric Jorgenson and Joyce Kabwe and Ngoy Janvier Kilangalanga and Nkiru Kizor-Akaraiwe and Rachel W. Kuchtey and Hasnaa Lamari and Zheng Li and Jeffrey M. Liebmann and Yutao Liu and Ruth J. F. Loos and Mônica Barbosa de Melo and Sayoko E. Moroi and Joseph Msosa and Robert F. Mullins and Girish N. Nadkarni and Abdoulaye Napo and Maggie C. Y. Ng and Hugo Freire Nunes and Ebenezer Obeng-Nyarkoh and Anthony Anya Okeke and Suhanya Okeke and Olusegun Olaniyi and Mariana Borges Oliveira and Louis R. Pasquale and Rodolfo A. Perez-Grossmann and Margaret A. Pericak‐Vance and Xi Qin and Serge Resnikoff and Julia E. Richards and Rui Barroso Schimiti and Kar Seng Sim and William Eric Sponsel and Paulo Vinícius Svidnicki and Nkechi Uche and Cornelia M. van Duijn and José Paulo Cabral de Vasconcellos and Janey L. Wiggs and Linda M. Zangwill},
  journal={JAMA Ophthalmology},
  volume={143},
  number={1},
  pages={7--7},
  year={2024},
  doi={10.1001/jamaophthalmol.2024.4784},
}

% auto-added 2026-07-01
@article{yu2020,
  title={Causality-based Feature Selection},
  author={Kui Yu and Xianjie Guo and Lin Liu and Jiuyong Li and Hao Wang and Zhaolong Ling and Xindong Wu},
  journal={ACM Computing Surveys},
  volume={53},
  number={5},
  pages={1--36},
  year={2020},
  doi={10.1145/3409382},
}

@article{le2016,
  title={A Fast PC Algorithm for High Dimensional Causal Discovery with Multi-Core PCs},
  author={Thuc Duy Le and Tao Hoang and Jiuyong Li and Lin Liu and Huawen Liu and Shu Hu},
  journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  volume={16},
  number={5},
  pages={1483--1495},
  year={2016},
  doi={10.1109/tcbb.2016.2591526},
}

@article{jamali2016,
  title={DrugMiner: comparative analysis of machine learning algorithms for prediction of potential druggable proteins},
  author={Ali Akbar Jamali and Reza Ferdousi and Saeed Razzaghi and Jiuyong Li and Reza Safdari and Esmaeil Ebrahimie},
  journal={Drug Discovery Today},
  volume={21},
  number={5},
  pages={718--724},
  year={2016},
  doi={10.1016/j.drudis.2016.01.007},
}

@article{reynolds2017,
  title={A sub-national economic complexity analysis of Australia’s states and territories},
  author={Christian Reynolds and Manju Agrawal and Ivan Lee and Chen Zhan and Jiuyong Li and Phillip Taylor and Tim Mares and Julian Morison and Nicholas Angelakis and Göran Roos},
  journal={Regional Studies},
  volume={52},
  number={5},
  pages={715--726},
  year={2017},
  doi={10.1080/00343404.2017.1283012},
}

@article{zhao2022,
  title={Investigating the Impact of Using IR Bands on Early Fire Smoke Detection from Landsat Imagery with a Lightweight CNN Model},
  author={Liang Zhao and Jixue Liu and Stefan Peters and Jiuyong Li and Simon Oliver and Norman Mueller},
  journal={Remote Sensing},
  volume={14},
  number={13},
  pages={3047--3047},
  year={2022},
  doi={10.3390/rs14133047},
}

@article{yu2021,
  title={Multilabel Feature Selection: A Local Causal Structure Learning Approach},
  author={Kui Yu and Mingzhu Cai and Xingyu Wu and Lin Liu and Jiuyong Li},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={34},
  number={6},
  pages={3044--3057},
  year={2021},
  doi={10.1109/tnnls.2021.3111288},
}

@inproceedings{kwashie2019,
 title={Certus},
 author={Selasi Kwashie and Lin Liu and Jixue Liu and Markus Stumptner and Jiuyong Li and Lujing Yang},
 booktitle={Proceedings of the VLDB Endowment},
 volume={12},
 number={6},
 pages={653--666},
 year={2019},
 doi={10.14778/3311880.3311883},
}

@article{chow2018,
  title={Development of smart data analytics tools to support wastewater treatment plant operation},
  author={Christopher W.K. Chow and Jixue Liu and Jiuyong Li and Nick Swain and Katherine Reid and Christopher P. Saint},
  journal={Chemometrics and Intelligent Laboratory Systems},
  volume={177},
  pages={140--150},
  year={2018},
  doi={10.1016/j.chemolab.2018.03.006},
}

@article{zhang2021,
  title={Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={BMC Bioinformatics},
  volume={22},
  number={1},
  pages={578--578},
  year={2021},
  doi={10.1186/s12859-021-04498-6},
}

@article{pham2021,
 title={pDriver : a novel method for unravelling personalized coding and miRNA cancer drivers},
 author={Vu Pham and Lin Liu and Cameron P. Bracken and Thin Nguyen and Gregory J. Goodall and Jiuyong Li and Thuc Duy Le},
 journal={Bioinformatics},
 volume={37},
 number={19},
 pages={3285--3292},
 year={2021},
 doi={10.1093/bioinformatics/btab262},
}

@article{pham2020,
  title={The winning methods for predicting cellular position in the DREAM single-cell transcriptomics challenge},
  author={Vu Pham and Xiaomei Li and Buu Truong and Thin Nguyen and Lin Liu and Jiuyong Li and Thuc Duy Le},
  journal={Briefings in Bioinformatics},
  volume={22},
  number={3},
  year={2020},
  doi={10.1093/bib/bbaa181},
}

@article{yu2023,
  title={Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning},
  author={Kui Yu and Zhaolong Ling and Lin Liu and Peipei Li and Hao Wang and Jiuyong Li},
  journal={ACM Transactions on Knowledge Discovery from Data},
  volume={18},
  number={2},
  pages={1--27},
  year={2023},
  doi={10.1145/3624479},
}

@article{liu2024,
  title={A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery},
  author={Jixue Liu and Jiuyong Li and Stefan Peters and Liang Zhao},
  journal={Remote Sensing Applications Society and Environment},
  volume={36},
  pages={101283--101283},
  year={2024},
  doi={10.1016/j.rsase.2024.101283},
}

@article{li2015,
  title={Local Causal Discovery with a Simple PC Algorithm},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={9--21},
  year={2015},
  doi={10.1007/978-3-319-14433-7_2},
}

@article{zhang2019,
  title={Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={BMC Bioinformatics},
  volume={20},
  number={S23},
  pages={613--613},
  year={2019},
  doi={10.1186/s12859-019-3215-5},
}

@article{liu2018,
  title={Opportunistic mining of top-n high utility patterns},
  author={Junqiang Liu and Xingxing Zhang and Benjamin C. M. Fung and Jiuyong Li and Farkhund Iqbal},
  journal={Information Sciences},
  volume={441},
  pages={171--186},
  year={2018},
  doi={10.1016/j.ins.2018.02.035},
}

@article{pham2020,
 title={DriverGroup : a novel method for identifying driver gene groups},
 author={Vu Pham and Lin Liu and Cameron P. Bracken and Gregory J. Goodall and Jiuyong Li and Thuc Duy Le},
 journal={Bioinformatics},
 volume={36},
 number={Supplement_2},
 pages={i583--i591},
 year={2020},
 doi={10.1093/bioinformatics/btaa797},
}

@article{shi2024,
  title={Using Surrogate Parameters to Enhance Monitoring of Community Wastewater Management System Performance for Sustainable Operations},
  author={Zhining Shi and Christopher W.K. Chow and Jing Gao and Ke Xing and Jixue Liu and Jiuyong Li},
  journal={Sensors},
  volume={24},
  number={6},
  pages={1857--1857},
  year={2024},
  doi={10.3390/s24061857},
}

@article{xu2023,
  title={A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation},
  author={Tingting Xu and Yinghao Zhang and Jiuyong Li and Lin Liu and Ziqi Xu and Debo Cheng and Zaiwen Feng},
  journal={Lecture notes in computer science},
  pages={723--732},
  year={2023},
  doi={10.1007/978-981-99-7254-8_56},
}

@article{zhang2015,
 title={Identifying miRNA synergistic regulatory networks in heterogeneous human data via network motifs},
 author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jianfeng He and Jiuyong Li},
 journal={Molecular BioSystems},
 volume={12},
 number={2},
 pages={454--463},
 year={2015},
 doi={10.1039/c5mb00562k},
}

@article{le2018,
  title={ParallelPC: An R Package for Efficient Causal Exploration in Genomic Data},
  author={Thuc Duy Le and Taosheng Xu and Lin Liu and Shu Hu and Tao Hoang and Jiuyong Li},
  journal={Lecture notes in computer science},
  pages={207--218},
  year={2018},
  doi={10.1007/978-3-030-04503-6_22},
}

@article{lu2020,
  title={LoPAD: A Local Prediction Approach to Anomaly Detection},
  author={Sha Lu and Lin Liu and Jiuyong Li and Thuc Duy Le and Jixue Liu},
  journal={Lecture notes in computer science},
  pages={660--673},
  year={2020},
  doi={10.1007/978-3-030-47436-2_50},
}

@article{bernal2022,
  title={Dynamic cancer drivers: a causal approach for cancer driver discovery based on bio-pathological trajectories},
  author={Andrés Cifuentes Bernal and Vu Pham and Xiaomei Li and Lin Liu and Jiuyong Li and Thuc Duy Le},
  journal={Briefings in Functional Genomics},
  volume={21},
  number={6},
  pages={455--465},
  year={2022},
  doi={10.1093/bfgp/elac030},
}

@article{cheng2023,
  title={Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference},
  author={Debo Cheng and Yang Xie and Ziqi Xu and Jiuyong Li and Lin Liu and Jixue Liu and Yinghao Zhang and Zaiwen Feng},
  pages={51--60},
  year={2023},
  doi={10.1109/icdm58522.2023.00014},
}

@article{abdelfatao2015,
  title={Unifying Spatial, Temporal and Semantic Features for an Effective GPS Trajectory-Based Location Recommendation},
  author={Hamidu Abdel-Fatao and Jiuyong Li and Jixue Liu},
  journal={Lecture notes in computer science},
  pages={41--53},
  year={2015},
  doi={10.1007/978-3-319-19548-3_4},
}

@article{peters2021,
 title={Research note: cost-efficient estimates of Pinus radiata wood volumes using multitemporal LiDAR data},
 author={Stefan Peters and Jixue Liu and David Bruce and Jiuyong Li and Anthony Finn and Jim O’Hehir},
 journal={Australian Forestry},
 volume={84},
 number={4},
 pages={206--214},
 year={2021},
 doi={10.1080/00049158.2021.1997459},
}

@article{li2017,
  title={Beyond Understanding and Prediction},
  author={Jiuyong Li},
  pages={1361--1361},
  year={2017},
  doi={10.1145/3041021.3053407},
}

@article{ye2024,
  title={Predicting drug-target interactions by measuring confidence with consistent causal neighborhood interventions},
  author={Wenting Ye and Chen Li and Wen Zhang and Jiuyong Li and Lin Liu and Debo Cheng and Zaiwen Feng},
  journal={Methods},
  volume={231},
  pages={15--25},
  year={2024},
  doi={10.1016/j.ymeth.2024.08.009},
}

@article{li2015,
  title={Causal Rule Discovery with Partial Association Test},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={33--50},
  year={2015},
  doi={10.1007/978-3-319-14433-7_4},
}

@article{chow2022,
  title={A Data Visualisation Tool for Treatment Process Monitoring in Web Browsers},
  author={Christopher W.K. Chow and Jixue Liu and Jiuyong Li and Nick Swain and Christopher P. Saint},
  journal={Water Conservation Science and Engineering},
  volume={7},
  number={4},
  pages={363--373},
  year={2022},
  doi={10.1007/s41101-022-00147-y},
}

@article{zhang2016,
  title={Preface to the ACM TIST Special Issue on Causal Discovery and Inference},
  author={Kun Zhang and Jiuyong Li and Elias Bareinboim and Bernhard Schölkopf and Judea Pearl},
  journal={ACM Transactions on Intelligent Systems and Technology},
  volume={7},
  number={2},
  pages={1--3},
  year={2016},
  doi={10.1145/2840720},
}

@article{le2018,
  title={Preface: The 2018 ACM SIGKDD Workshop on Causal Discovery.},
  author={Thuc Duy Le and Jiuyong Li and Greg Cooper and Sofia Triantafyllou and Elias Bareinboim and Huan Liu and Negar Kiyavash},
  journal={Knowledge Discovery and Data Mining},
  pages={1--2},
  year={2018},
}

@article{yu2016,
  title={A Review on Algorithms for Constraint-based Causal Discovery},
  author={Kui Yu and Jiuyong Li and Lin Liu},
  journal={arXiv (Cornell University)},
  year={2016},
  doi={10.48550/arxiv.1611.03977},
}

@article{yu2018,
  title={Discovering Markov Blanket from Multiple interventional Datasets},
  author={Kui Yu and Lin Liu and Jiuyong Li},
  journal={arXiv (Cornell University)},
  year={2018},
  doi={10.48550/arxiv.1801.08295},
}

@article{le2015,
  title={ParallelPC: an R package for efficient constraint based causal exploration},
  author={Thuc Duy Le and Tao Hoang and Jiuyong Li and Lin Liu and Shu Hu},
  journal={arXiv (Cornell University)},
  year={2015},
  doi={10.48550/arxiv.1510.03042},
}

@article{zhang2020,
  title={A unified survey of treatment effect heterogeneity modeling and uplift modeling},
  author={Weijia Zhang and Jiuyong Li and Lin Liu},
  journal={arXiv (Cornell University)},
  year={2020},
  doi={10.48550/arxiv.2007.12769},
}

@article{liu2018,
  title={FairMod - Making Predictive Models Discrimination Aware},
  author={Jixue Liu and Jiuyong Li and Lin Liu and Thuc Duy Le and Feiyue Ye and Gefei Li},
  journal={arXiv (Cornell University)},
  year={2018},
  doi={10.48550/arxiv.1811.01480},
}

@article{li2019,
  title={Identify treatment effect patterns for personalised decisions},
  author={Jiuyong Li and Lin Liu and Zhang, Shisheng and Saisai Ma and Thuc Duy Le and Jixue Liu},
  journal={arXiv (Cornell University)},
  year={2019},
  doi={10.48550/arxiv.1906.06080},
}

@article{ling2021,
  title={Any Part of Bayesian Network Structure Learning},
  author={Zhaolong Ling and Kui Yu and Hao Wang and Lin Liu and Jiuyong Li},
  journal={arXiv (Cornell University)},
  year={2021},
  doi={10.48550/arxiv.2103.13810},
}

@article{jiao2024,
  title={A paradox for trust and reputation in the e-commerce world},
  author={Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
  journal={Swinburne Research Bank (Swinburne University of Technology)},
  pages={69--78},
  year={2024},
  doi={10.25916/sut.26226596},
}

@article{li2016,
  title={Building Diversified Multiple Trees for Classification in High Dimensional Noise Data.},
  author={Jiuyong Li and Lin Liu and Jixue Liu and Ryan Green},
  journal={arXiv (Cornell University)},
  year={2016},
}

@article{liu2019,
  title={Linking Graph Entities with Multiplicity and Provenance},
  author={Jixue Liu and Selasi Kwashie and Jiuyong Li and Lin Liu and Michael Bewong},
  journal={arXiv (Cornell University)},
  year={2019},
  doi={10.48550/arxiv.1908.04464},
}

@article{cheng2020,
  title={Towards precise causal effect estimation from data with hidden variables.},
  author={Debo Cheng and Jiuyong Li and Lin Liu and Kui Yu and Thuc Duy Le and Jixue Liu},
  journal={arXiv (Cornell University)},
  year={2020},
}

@article{xu2020,
  title={Assessing the Fairness of Classifiers with Collider Bias.},
  author={Zhenlong Xu and Jixue Liu and Debo Cheng and Jiuyong Li and Lin Liu and Ke Wang},
  journal={arXiv (Cornell University)},
  year={2020},
}

@article{cheng2020,
  title={Towards unique and unbiased causal effect estimation from data with hidden variables},
  author={Debo Cheng and Jiuyong Li and Lin Liu and Kui Yu and Thuc Duy Lee and Jixue Liu},
  journal={arXiv (Cornell University)},
  year={2020},
  doi={10.48550/arxiv.2002.10091},
}

@article{li2022,
  title={Explanatory causal effects for model agnostic explanations},
  author={Jiuyong Li and Ha Xuan Tran and Thuc Duy Le and Lin Liu and Kui Yu and Jixue Liu},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2206.11529},
}

@article{xu2023,
  title={Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion},
  author={Ziqi Xu and Debo Cheng and Jiuyong Li and Jixue Liu and Lin Liu and Kui Yu},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2304.11969},
}

@article{xu2023,
  title={Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder},
  author={Ziqi Xu and Debo Cheng and Jiuyong Li and Jixue Liu and Lin Liu and Kui Yu},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2310.01937},
}

@article{deng2025,
  title={Explainable Hallucination Mitigation in Large Language Models: A Survey},
  author={Weiwei Deng and Jiao Li and Hongyu Zhang and Jiuyong Li and Zhenyun Deng and Debo Cheng and Zaiwen Feng},
  journal={Preprints.org},
  year={2025},
  doi={10.20944/preprints202505.0456.v1},
}

@article{li2015,
  title={A Local Causal Discovery Algorithm for High Dimensional Data},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={23--32},
  year={2015},
  doi={10.1007/978-3-319-14433-7_3},
}

@article{ma2015,
  title={Mining Combined Causes.},
  author={Saisai Ma and Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={arXiv (Cornell University)},
  year={2015},
}

@inproceedings{li2018,
  title={Effect of Heat Treatment Temperature on the Growth of Al / Ti Joining Interface Reaction Layer},
  author={Jiuyong Li and Ranfeng Qiu and Yangyang Zhao and Hengbo Ma},
  booktitle={Proceedings of the 2017 3rd International Forum on Energy, Environment Science and Materials (IFEESM 2017)},
  year={2018},
  doi={10.2991/ifeesm-17.2018.158},
}

@article{zhang2018,
  title={Estimating heterogeneous treatment effects by balancing heterogeneity and fitness},
  author={Weijia Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={bioRxiv (Cold Spring Harbor Laboratory)},
  year={2018},
  doi={10.1101/333278},
}

@article{zhang2017,
  title={Additional file 4: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d4},
}

@article{liu2018,
  title={An exploration of algorithmic discrimination in data and classification},
  author={Jixue Liu and Jiuyong Li and Feiyue Ye and Lin Liu and Thuc Duy Le and Ping Xiong},
  journal={arXiv (Cornell University)},
  year={2018},
  doi={10.48550/arxiv.1811.02994},
}

@article{zhang2018,
  title={miRsponge: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
  journal={bioRxiv (Cold Spring Harbor Laboratory)},
  year={2018},
  doi={10.1101/507749},
}

@article{zhang2017,
  title={Additional file 5: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d5},
}

@article{zhang2017,
  title={Additional file 1: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d1},
}

@article{zhang2017,
  title={Additional file 7: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d7},
}

@article{zhang2017,
  title={Additional file 6: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d6},
}

@article{zhang2017,
  title={Additional file 3: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d3},
}

@article{zhang2019,
  title={Distributionally Robust Multi-instance Learning with Stable Instances.},
  author={Weijia Zhang and Jiuyong Li and Lin Liu},
  year={2019},
}

@article{li2018,
  title={GeNets: a unified web platform for network-based genomic analyses},
  author={Taibo Li and April Kim and Joseph Rosenbluh and Heiko Horn and Liraz Greenfeld and David An and Andrew Zimmer and Arthur Liberzon and Jon Bistline and Jiuyong Li and Yang Li and Aviad Tsherniak and Rajiv Narayan and Aravind Subramanian and Ted Liefeld and Bang Wong and Dawn Thompson and Sarah E. Calvo and Steve Carr and Jesse S. Boehm and Jake Jaffe and Jill P. Mesirov and Nir Hacohen and Aviv Regev and Kasper Lage},
  journal={bioRxiv (Cold Spring Harbor Laboratory)},
  year={2018},
}

@article{li2015,
  title={Causal Rule Discovery with Cohort Studies},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={51--66},
  year={2015},
  doi={10.1007/978-3-319-14433-7_5},
}

@article{pham2020,
 title={pDriver : A novel method for unravelling personalised coding and miRNA cancer drivers},
 author={Vu Pham and Lin Liu and Cameron P. Bracken and Thin Nguyen and Gregory J. Goodall and Jiuyong Li and Thuc Duy Le},
 journal={bioRxiv (Cold Spring Harbor Laboratory)},
 year={2020},
 doi={10.1101/2020.04.23.058727},
}

@article{tran2021,
  title={Recommending the Most Effective Interventions to Improve Employment for Australians with Disability},
  author={Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin Liu and Jixue Liu and Yanchang Zhao and Tony Waters},
  year={2021},
}

@article{le2021,
  title={The KDD 2021 Workshop on Causal Discovery (CD2021)},
  author={Thuc Duy Le and Jiuyong Li and Gregory F. Cooper and Sofia Triantafyllou and Elias Bareinboim and Huan Liu and Negar Kiyavash},
  pages={4141--4142},
  year={2021},
  doi={10.1145/3447548.3469462},
}

@article{park2021,
  title={Training Neural Networks with Random Noise Images for Adversarial Robustness},
  author={Ji Young Park and Lin Liu and Jiuyong Li and Jixue Liu},
  pages={3358--3362},
  year={2021},
  doi={10.1145/3459637.3482205},
}

@article{li2015,
  title={Experimental Comparison and Discussions},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={67--72},
  year={2015},
  doi={10.1007/978-3-319-14433-7_6},
}

@article{li2021,
  title={Message from the IEEE SmartData 2021 General Chairs: iThings-GreenCom-CPSCom-SmartData-Cybermatics 2021},
  author={Jiuyong Li and Aniello Castiglione},
  pages={xxi--xxi},
  year={2021},
  doi={10.1109/ithings-greencom-cpscom-smartdata-cybermatics53846.2021.00011},
}

@article{li2015,
  title={Introduction},
  author={Jiuyong Li and Lin Liu and Thuc Duy Le},
  journal={Springer briefs in electrical and computer engineering},
  pages={1--7},
  year={2015},
  doi={10.1007/978-3-319-14433-7_1},
}

@article{shi2018,
  title={Intelligent Information Processing},
  author={Zhongzhi Shi and Eunika Mercier‐Laurent and Jiuyong Li},
  journal={HAL (Le Centre pour la Communication Scientifique Directe)},
  year={2018},
}

@article{li2023,
  title={Linking a predictive model to causal effect estimation},
  author={Jiuyong Li and Lin Liu and Ziqi Xu and Ha Xuan Tran and Thuc Duy Le and Jixue Liu},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2304.04566},
}

@article{cheng2023,
  title={Conditional Instrumental Variable Regression with Representation Learning for Causal Inference},
  author={Debo Cheng and Ziqi Xu and Jiuyong Li and Lin Liu and Jixue Liu and Thuc Duy Le},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2310.01865},
}

@article{zhang2017,
  title={Additional file 2: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d2},
}

@article{zhang2021,
  title={Additional file 4 of Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2021},
  doi={10.6084/m9.figshare.17120417},
}

@article{zhang2017,
  title={Additional file 4: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d4},
}

@article{pham2019,
  title={Additional file 1 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854275},
}

@article{karim2016,
  title={Additional file 3 of Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
  author={S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
  journal={Figshare},
  year={2016},
  doi={10.6084/m9.figshare.c.3641276_d3},
}

@article{pham2019,
  title={Additional file 6 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854326},
}

@article{zhang2017,
  title={Additional file 6: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d6},
}

@article{karim2016,
  title={Additional file 1 of Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
  author={S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
  journal={Figshare},
  year={2016},
  doi={10.6084/m9.figshare.c.3641276_d2},
}

@article{zhang2019,
  title={MOESM1 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471289},
}

@article{pham2019,
  title={Additional file 4 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854305},
}

@article{zhang2019,
  title={Additional file 4 of miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.8113682},
}

@article{karim2016,
  title={Additional file 5 of Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
  author={S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
  journal={Figshare},
  year={2016},
  doi={10.6084/m9.figshare.c.3641276_d1},
}

@article{zhang2019,
  title={MOESM3 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471298},
}

@article{zhang2019,
  title={MOESM5 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471313},
}

@article{zhang2017,
  title={Additional file 5: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d5},
}

@article{pham2019,
  title={Additional file 5 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854314},
}

@article{zhang2019,
  title={MOESM2 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471292},
}

@article{zhang2019,
  title={MOESM6 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471322},
}

@article{pham2019,
  title={Additional file 2 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854284},
}

@article{zhang2019,
  title={MOESM4 of Identifying miRNA synergism using multiple-intervention causal inference},
  author={Junpeng Zhang and Vu Hong Son Pham and Lin Liu and Taosheng Xu and Buu Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.11471307},
}

@article{karim2016,
  title={Additional file 2 of Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
  author={S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
  journal={Figshare},
  year={2016},
  doi={10.6084/m9.figshare.c.3641276_d4},
}

@article{zhang2021,
  title={Additional file 3 of Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2021},
  doi={10.6084/m9.figshare.17120411},
}

@article{zhang2017,
  title={Additional file 1: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d1},
}

@article{karim2016,
  title={Additional file 4 of Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
  author={S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
  journal={Figshare},
  year={2016},
  doi={10.6084/m9.figshare.c.3641276_d5},
}

@article{zhang2021,
  title={Additional file 5 of Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2021},
  doi={10.6084/m9.figshare.17120423},
}

@article{zhang2019,
  title={Additional file 2 of miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.8113664},
}

@article{pham2019,
  title={Additional file 3 of Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
  author={Vu Pham and Junpeng Zhang and Lin Liu and Buu Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.7854290},
}

@article{zhang2021,
  title={Additional file 2 of Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
  journal={Figshare},
  year={2021},
  doi={10.6084/m9.figshare.17120405},
}

@article{zhang2017,
  title={Additional file 3: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3774311_d3},
}

@article{zhang2017,
  title={Additional file 2: of Identifying miRNA sponge modules using biclustering and regulatory scores},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.c.3718240_d2},
}

@article{zhang2019,
  title={Additional file 1 of miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
  author={Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
  journal={Figshare},
  year={2019},
  doi={10.6084/m9.figshare.8113661},
}

@article{zhang2024,
  title={Discovering Optimal K Values for K-Nearest Neighbour Matching In  Causal Effect Estimation},
  author={Yinghao Zhang and Tingting Xu and Jiuyong Li and Lin Liu and Ziqi Xu and Debo Cheng and Zaiwen Feng},
  journal={SSRN Electronic Journal},
  year={2024},
  doi={10.2139/ssrn.4862104},
}

@article{zhang2024,
  title={Multi-view Graph Neural Network for Fair Representation Learning},
  author={Guixian Zhang and Guan Yuan and Debo Cheng and Ludan He and Rui Bing and Jiuyong Li and Shichao Zhang},
  journal={Lecture notes in computer science},
  pages={208--223},
  year={2024},
  doi={10.1007/978-981-97-7238-4_14},
}

@article{xie2024,
  title={Causal Effect Estimation using identifiable Variational AutoEncoder with Latent Confounders and Post-Treatment Variables},
  author={Yang Xie and Ziqi Xu and Debo Cheng and Jiuyong Li and Lin Liu and Yinghao Zhang and Zaiwen Feng},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2408.07219},
}

@article{huang2024,
  title={Debiased Contrastive Representation Learning for Mitigating Dual Biases in Recommender Systems},
  author={Zhirong Huang and Shichao Zhang and Debo Cheng and Jiuyong Li and Lin Liu and Guixian Zhang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2408.09646},
}

@article{zhang2024,
  title={Towards Fair Graph Representation Learning in Social Networks},
  author={Guixian Zhang and Guan Yuan and Debo Cheng and Lin Liu and Jiuyong Li and Shichao Zhang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2410.11493},
}

@article{deng2024,
  title={Mitigating Dual Latent Confounding Biases in Recommender Systems},
  author={Jie Deng and Qingfeng Chen and Debo Cheng and Jiuyong Li and Lin Liu and Xiaojing Du},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2410.12451},
}

@article{du2024,
  title={Estimating Peer Direct and Indirect Effects in Observational Network Data},
  author={Xiaojing Du and Jiuyong Li and Debo Cheng and Lin Liu and Wentao Gao and Xiongren Chen},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2408.11492},
}

@article{cheng2024,
  title={Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data},
  author={Debo Cheng and Ziqi Xu and Jiuyong Li and Lin Liu and Thuc duy Le and Xudong Guo and Shichao Zhang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2411.17774},
}

@article{yin2025,
  title={The Evolutionary Trajectory and Frontier Hotspots of Interdisciplinary Research in Sports: a Visual Analysis Based on Citespace Bibliometrics},
  author={Bo Yin and Junji Tang Junji Tang and J. Zhang and Jiuyong Li and Qiongdan Liang},
  volume={5},
  number={3},
  pages={8--24},
  year={2025},
  doi={10.51600/isr.2025.5.3.8},
}

@article{bernal2025,
  title={Author response for "Identifying cooperative genes causing cancer progression with dynamic causal inference"},
  author={Andrés Cifuentes Bernal and Lin Liu and Jiuyong Li and Thuc Duy Le},
  year={2025},
  doi={10.1098/rsos.250442/v3/response1},
}

@article{chen2026,
  title={Learning fair graph representation through neighbor counterfactual information},
  author={Qingfeng Chen and Wujie Wei and Debo Cheng and Jiuyong Li and Lin Liu and Xiaofeng Zhu},
  journal={Pattern Recognition},
  volume={180},
  pages={114308--114308},
  year={2026},
  doi={10.1016/j.patcog.2026.114308},
}

@article{liu2016,
  title={An overview of topic modeling and its current applications in bioinformatics},
  author={Lin Liu and Lin Tang and Wen Dong and Shaowen Yao and Wei Zhou},
  journal={SpringerPlus},
  volume={5},
  number={1},
  pages={1608--1608},
  year={2016},
  doi={10.1186/s40064-016-3252-8},
}

@article{greening2015,
  title={Emerging roles of exosomes during epithelial–mesenchymal transition and cancer progression},
  author={David W. Greening and Shashi K. Gopal and Rommel A. Mathias and Lin Liu and Jingyi Sheng and Hong‐Jian Zhu and Richard J. Simpson},
  journal={Seminars in Cell and Developmental Biology},
  volume={40},
  pages={60--71},
  year={2015},
  doi={10.1016/j.semcdb.2015.02.008},
}

@article{wu2020,
  title={The bright and dark sides of social cyberloafing: Effects on employee mental health in China},
  author={Jinnan Wu and Wenjuan Mei and Lin Liu and Joseph C. Ugrin},
  journal={Journal of Business Research},
  volume={112},
  pages={56--64},
  year={2020},
  doi={10.1016/j.jbusres.2020.02.043},
}

@article{du2016,
  title={Reduced graphene oxide induces cytotoxicity and inhibits photosynthetic performance of the green alga Scenedesmus obliquus},
  author={Shaoting Du and Peng Zhang and Ranran Zhang and Qi Lu and Lin Liu and Xiaowei Bao and Huijun Liu},
  journal={Chemosphere},
  volume={164},
  pages={499--507},
  year={2016},
  doi={10.1016/j.chemosphere.2016.08.138},
}

@article{lin2020,
  title={Economy and carbon dioxide emissions effects of energy structures in the world: Evidence based on SBM-DEA model},
  author={Xiaoyong Lin and X.P. Zhu and Yongming Han and Zhiqiang Geng and Lin Liu},
  journal={The Science of The Total Environment},
  volume={729},
  pages={138947--138947},
  year={2020},
  doi={10.1016/j.scitotenv.2020.138947},
}

@article{wang2025,
  title={HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model},
  author={Di Wang and Meiqi Hu and Yao Jin and Yuchun Miao and Jiaqi Yang and Yichu Xu and Xiaolei Qin and Jiaqi Ma and Lingyu Sun and Chenxing Li and Chuan Fu and Hongruixuan Chen and Chengxi Han and Naoto Yokoya and Jing Zhang and Minqiang Xu and Lin Liu and Lefei Zhang and Chen Wu and Bo Du and Dacheng Tao and Liangpei Zhang},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={47},
  number={8},
  pages={6427--6444},
  year={2025},
  doi={10.1109/tpami.2025.3557581},
}

@article{guo2017,
  title={Down-regulated miR-23a Contributes to the Metastasis of Cutaneous Melanoma by Promoting Autophagy},
  author={Weinan Guo and Huina Wang and Yuqi Yang and Sen Guo and Weigang Zhang and Yu Liu and Xiuli Yi and Jingjing Ma and Tao Zhao and Lin Liu and Zhe Jian and Ling Liu and Gang Wang and Tianwen Gao and Qiong Shi and Chunying Li},
  journal={Theranostics},
  volume={7},
  number={8},
  pages={2231--2249},
  year={2017},
  doi={10.7150/thno.18835},
}

@article{shi2015,
  title={mirPRo–a novel standalone program for differential expression and variation analysis of miRNAs},
  author={J. Y. Shi and Min Dong and Lei Li and Lin Liu and Agustín Luz-Madrigal and Panagiotis A. Tsonis and Katia Del Rio‐Tsonis and Chun Liang},
  journal={Scientific Reports},
  volume={5},
  number={1},
  pages={14617--14617},
  year={2015},
  doi={10.1038/srep14617},
}

@article{yang2018,
  title={Automated Dental Image Analysis by Deep Learning on Small Dataset},
  author={Jie Yang and Yuchen Xie and Lin Liu and Bin Xia and Zhanqiang Cao and Chuanbin Guo},
  pages={492--497},
  year={2018},
  doi={10.1109/compsac.2018.00076},
}

@article{xu2022,
  title={Metagenomic and metabolomic remodeling in nonagenarians and centenarians and its association with genetic and socioeconomic factors},
  author={Qian Xu and Chunyan Wu and Qi Zhu and Renyuan Gao and Jianquan Lu and Mireia Valles‐Colomer and Jian Zhu and F Yin and Linsheng Huang and Lulu Ding and Xiaohui Zhang and Yonghui Zhang and Xiao Xiong and Miaomiao Bi and Xiang Chen and Yefei Zhu and Lin Liu and Yongqiang Liu and Yongshen Chen and Jian‐Gao Fan and Yan Sun and Jun Wang and Zhan Cao and Chunsun Fan and S. Dusko Ehrlich and Nicola Segata and Nan Qin and Huanlong Qin},
  journal={Nature Aging},
  volume={2},
  number={5},
  pages={438--452},
  year={2022},
  doi={10.1038/s43587-022-00193-0},
}

@article{fatima2019,
  title={How persuasive is a phishing email? A phishing game for phishing awareness},
  author={Rubia Fatima and Affan Yasin and Lin Liu and Jianmin Wang},
  journal={Journal of Computer Security},
  volume={27},
  number={6},
  pages={581--612},
  year={2019},
  doi={10.3233/jcs-181253},
}

@article{jin2017,
  title={Direct Liquid Chromatography/Mass Spectrometry Analysis for Complete Characterization of Recombinant Adeno-Associated Virus Capsid Proteins},
  author={Xiaoying Jin and Lin Liu and Shelley Nass and Catherine R. O’Riordan and Eric Pastor and X. Kate Zhang},
  journal={Human Gene Therapy Methods},
  volume={28},
  number={5},
  pages={255--267},
  year={2017},
  doi={10.1089/hgtb.2016.178},
}

@article{liu2022,
  title={Switching magnon chirality in artificial ferrimagnet},
  author={Yahui Liu and Zhengmeng Xu and Lin Liu and Kai Zhang and Yang Meng and Yuanwei Sun and Peng Gao and H. W. Zhao and Qian Niu and J. Li},
  journal={Nature Communications},
  volume={13},
  number={1},
  pages={1264--1264},
  year={2022},
  doi={10.1038/s41467-022-28965-7},
}

@article{liu2015,
  title={Sentiment recognition of online course reviews using multi-swarm optimization-based selected features},
  author={Zhi Liu and Sannyuya Liu and Lin Liu and Jianwen Sun and Xian Peng and Tai Wang},
  journal={Neurocomputing},
  volume={185},
  pages={11--20},
  year={2015},
  doi={10.1016/j.neucom.2015.12.036},
}

@article{zamecnik2022,
  title={Exploring non-traditional learner motivations and characteristics in online learning: A learner profile study},
  author={Andrew Zamecnik and Vitomir Kovanović and Srécko Joksimovíc and Lin Liu},
  journal={Computers and Education Artificial Intelligence},
  volume={3},
  pages={100051--100051},
  year={2022},
  doi={10.1016/j.caeai.2022.100051},
}

@article{yu2021,
  title={Heterogeneous Attention Network for Effective and Efficient Cross-modal Retrieval},
  author={Tan Yu and Yi Yang and Yi Li and Lin Liu and Hongliang Fei and Ping Li},
  pages={1146--1156},
  year={2021},
  doi={10.1145/3404835.3462924},
}

@article{azfar2016,
  title={An Android Communication App Forensic Taxonomy},
  author={Abdullah Azfar and Kim‐Kwang Raymond Choo and Lin Liu},
  journal={Journal of Forensic Sciences},
  volume={61},
  number={5},
  pages={1337--1350},
  year={2016},
  doi={10.1111/1556-4029.13164},
}

@article{zhang2023,
  title={DualA-Net: A generalizable and adaptive network with dual-branch encoder for medical image segmentation},
  author={Yuanyuan Zhang and Ziyi Han and Lin Liu and Shudong Wang},
  journal={Computer Methods and Programs in Biomedicine},
  volume={243},
  pages={107877--107877},
  year={2023},
  doi={10.1016/j.cmpb.2023.107877},
}

@article{wang2021,
  title={Color image encryption algorithm based on Fisher-Yates scrambling and DNA subsequence operation},
  author={Xingyuan Wang and Yining Su and Lin Liu and Hao Zhang and Shuhong Di},
  journal={The Visual Computer},
  volume={39},
  number={1},
  pages={43--58},
  year={2021},
  doi={10.1007/s00371-021-02311-2},
}

@article{yang2016,
  title={Closed-loop supply chain inventory management with recovery information of reusable containers},
  author={Tianji Yang and Chao Fu and Xinbao Liu and Jun Pei and Lin Liu and Pãnos M. Pardalos},
  journal={Journal of Combinatorial Optimization},
  volume={35},
  number={1},
  pages={266--292},
  year={2016},
  doi={10.1007/s10878-015-9987-2},
}

@inproceedings{prezpellitero2022,
  title={NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results},
  author={Eduardo Pérez-Pellitero and Sibi Catley-Chandar and Richard A. Shaw and Aleš Leonardis and Radu Timofte and Zexin Zhang and Cen Liu and Yunbo Peng and Lin Yue and Gaocheng Yu and Jin Zhang and Zhe Ma and Hongbin Wang and Xiangyu Chen and Xintao Wang and Haiwei Wu and Lin Liu and Chao Dong and Jiantao Zhou and Qingsen Yan and Song Zhang and Weiye Chen and Yuhang Liu and Zhen Zhang and Yanning Zhang and Qinfeng Shi and Dong Gong and Dan Zhu and Mengdi Sun and Guannan Chen and Hu Yang and Haowei Li and Baozhu Zou and Zhen Liu and Wenjie Lin and Ting Jiang and Chengzhi Jiang and Xinpeng Li and Mingyan Han and Haoqiang Fan and Jian Sun and Shuaicheng Liu and Juan Marín-Vega and Michael Sloth and Peter Schneider–Kamp and Richard Röttger and Chunyang Li and Long Le Bao and Gang He and Ziyao Xu and Xu Li and Gen Zhan and Ming Sun and Xing Wen and Junlin Li and Jinjing Li and Chenghua Li and Ruipeng Gang and Fangya Li and Chenming Liu and Shuang Feng and Fei Lei and Rui Liu and Junxiang Ruan and Tianhong Dai and Wei Li and Zhan Lü and Hengyan Liu and Peian Huang and Guangyu Ren and Yonglin Luo and Chang Liu and Qiang Tu and Fangya Li and Ruipeng Gang and Chenghua Li and Jinjing Li and Sai Ma and Chenming Liu and Yizhen Cao and Steven Tel and Barthélémy Heyrman and Dominique Ginhac and Chul Lee and Gahyeon Kim and Seonghyun Park and An Gia Vien and Truong Thanh Nhat Mai and Howoon Yoon and Tu Vo and Alexander Holston and Sheir Afgen Zaheer and Chan Y. Park},
  booktitle={2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  pages={1008--1022},
  year={2022},
  doi={10.1109/cvprw56347.2022.00114},
}

@article{hao2023,
  title={Layered fully distributed formation-containment tracking control for multiple unmanned surface vehicles},
  author={Yong Hao and Zhixian Lin and Kuo Hu and Lin Liu},
  journal={Ocean Engineering},
  volume={270},
  pages={113658--113658},
  year={2023},
  doi={10.1016/j.oceaneng.2023.113658},
}

@article{furqon2024,
  title={RETRACTED: Mixup domain adaptations for dynamic remaining useful life predictions},
  author={Muhammad Furqon and Mahardhika Pratama and Lin Liu and H. Habibullah and Kutluyıl Doğançay},
  journal={Knowledge-Based Systems},
  volume={295},
  pages={111783--111783},
  year={2024},
  doi={10.1016/j.knosys.2024.111783},
}

@article{wu2024,
  title={Ultrastrong exciton-plasmon couplings in WS2 multilayers synthesized with a random multi-singular metasurface at room temperature},
  author={Tingting Wu and Chongwu Wang and Guangwei Hu and Zhixun Wang and Jiaxin Zhao and Zhe Wang and Ksenia Chaykun and Lin Liu and Mengxiao Chen and Dong Li and Song Zhu and Qihua Xiong and Zexiang Shen and Huajian Gao and F. J. García‐Vidal and Lei Wei and Qi Jie Wang and Yu Luo},
  journal={Nature Communications},
  volume={15},
  number={1},
  pages={3295--3295},
  year={2024},
  doi={10.1038/s41467-024-47610-z},
}

@article{zhang2024,
  title={Uncovering key mechanisms and intervention therapies in aging skin},
  author={Yuqin Zhang and Lin Liu and Lixia Yue and Yongzhuo Huang and Bing Wang and Peifeng Liu and Peifeng Liu},
  journal={Cytokine & Growth Factor Reviews},
  volume={79},
  pages={66--80},
  year={2024},
  doi={10.1016/j.cytogfr.2024.07.009},
}

@article{guo2024,
  title={Extending X-reality technologies to digital twin in cultural heritage risk management: a comparative evaluation from the perspective of situation awareness},
  author={Yuqing Guo and Lin Liu and Wei Huang and Min Shen and Xiaolie Yi and Jifa Zhang and Shizhu Lu},
  journal={Heritage Science},
  volume={12},
  number={1},
  year={2024},
  doi={10.1186/s40494-024-01363-6},
}

@article{liu2023,
  title={Combined transcriptomics and metabolomics analysis reveals lipid metabolic disruption in swamp eel (Monopterus albus) under chronic waterborne copper exposure},
  author={Lin Liu and Jianping Fu and Qiongying Tang and Hui Wang and Changgao Lin and Lili Wei},
  journal={Aquatic Toxicology},
  volume={259},
  pages={106520--106520},
  year={2023},
  doi={10.1016/j.aquatox.2023.106520},
}

@article{sun2025,
  title={A Fractional-Order Memristive Hopfield Neural Network and Its Application in Medical Image Encryption},
  author={Hua Sun and Lin Liu and Jie Jin and Hairong Lin},
  journal={Mathematics},
  volume={13},
  number={16},
  pages={2571--2571},
  year={2025},
  doi={10.3390/math13162571},
}

@article{yasin2018,
  title={Improving software security awareness using a serious game},
  author={Affan Yasin and Lin Liu and Tong Li and Rubia Fatima and Wang Jianmin},
  journal={IET Software},
  volume={13},
  number={2},
  pages={159--169},
  year={2018},
  doi={10.1049/iet-sen.2018.5095},
}

@article{yu2015,
  title={Splitting and combining properties of an elegant Hermite-Gaussian correlated Schell-model beam in Kolmogorov and non-Kolmogorov turbulence},
  author={Jiayi Yu and Yahong Chen and Lin Liu and Xianlong Liu and Yangjian Cai},
  journal={Optics Express},
  volume={23},
  number={10},
  pages={13467--13467},
  year={2015},
  doi={10.1364/oe.23.013467},
}

@article{peng2018,
  title={Twisted Laguerre-Gaussian Schell-model beam and its orbital angular moment},
  author={Xiaofeng Peng and Lin Liu and Fei Wang and Sergei Popov and Yangjian Cai},
  journal={Optics Express},
  volume={26},
  number={26},
  pages={33956--33956},
  year={2018},
  doi={10.1364/oe.26.033956},
}

@article{ling2019,
  title={BAMB},
  author={Zhaolong Ling and Kui Yu and Hao Wang and Lin Liu and Wei Ding and Xindong Wu},
  journal={ACM Transactions on Intelligent Systems and Technology},
  volume={10},
  number={5},
  pages={1--25},
  year={2019},
  doi={10.1145/3335676},
}

@article{li2015,
  title={miR-503 suppresses metastasis of hepatocellular carcinoma cell by targeting PRMT1},
  author={Bingshou Li and Lin Liu and Xiaoming Li and Lingtong Wu},
  journal={Biochemical and Biophysical Research Communications},
  volume={464},
  number={4},
  pages={982--987},
  year={2015},
  doi={10.1016/j.bbrc.2015.06.169},
}

@article{wang2019,
  title={Predicting Future Driving Risk of Crash-Involved Drivers Based on a Systematic Machine Learning Framework},
  author={Chen Wang and Lin Liu and Chengcheng Xu and Weitao Lv},
  journal={International Journal of Environmental Research and Public Health},
  volume={16},
  number={3},
  pages={334--334},
  year={2019},
  doi={10.3390/ijerph16030334},
}

@article{liu2017,
  title={Altered Circular RNA Expression in Patients with Repeated Implantation Failure},
  author={Lin Liu and Lifei Li and Xiaoling Ma and Feng Yun Yue and Yiqing Wang and Liyan Wang and Pan-Pan Jin and Xuehong Zhang},
  journal={Cellular Physiology and Biochemistry},
  volume={44},
  number={1},
  pages={303--313},
  year={2017},
  doi={10.1159/000484887},
}

@article{zhang2015,
  title={The Non-canonical Tetratricopeptide Repeat (TPR) Domain of Fluorescent (FLU) Mediates Complex Formation with Glutamyl-tRNA Reductase},
  author={Min Zhang and Feilong Zhang and Ying Fang and Xuemin Chen and Yuhong Chen and Wenxia Zhang and Huaien Dai and Rongcheng Lin and Lin Liu},
  journal={Journal of Biological Chemistry},
  volume={290},
  number={28},
  pages={17559--17565},
  year={2015},
  doi={10.1074/jbc.m115.662981},
}

@article{chen2016,
  title={Vector Hermite-Gaussian correlated Schell-model beam},
  author={Yahong Chen and Fang Wang and Jiayi Yu and Lin Liu and Yangjian Cai},
  journal={Optics Express},
  volume={24},
  number={14},
  pages={15232--15232},
  year={2016},
  doi={10.1364/oe.24.015232},
}

@article{li2015,
  title={From Stakeholder Requirements to Formal Specifications Through Refinement},
  author={Feng-Lin Li and Jennifer Horkoff and Alexander Borgida and Giancarlo Guizzardi and Lin Liu and John Mylopoulos},
  journal={Lecture notes in computer science},
  pages={164--180},
  year={2015},
  doi={10.1007/978-3-319-16101-3_11},
}

@article{wang2015,
  title={Evaluation of Medicine Effects on the Interaction of Myoglobin and Its Aptamer or Antibody Using Atomic Force Microscopy},
  author={Qing Wang and Lin Liu and Xiaohai Yang and Kemin Wang and Nandi Chen and Chenchen Zhou and Bianxia Luo and Shasha Du},
  journal={Analytical Chemistry},
  volume={87},
  number={4},
  pages={2242--2248},
  year={2015},
  doi={10.1021/ac503885e},
}

@article{azfar2016,
  title={Forensic Taxonomy of Android Social Apps},
  author={Abdullah Azfar and Kim‐Kwang Raymond Choo and Lin Liu},
  journal={Journal of Forensic Sciences},
  volume={62},
  number={2},
  pages={435--456},
  year={2016},
  doi={10.1111/1556-4029.13267},
}

@article{lam2019,
  title={Considerations for the use of Cre recombinase for conditional gene deletion in the mouse lens},
  author={Phuong T. Lam and Stephanie L. Padula and Thanh Hoang and Justin E. Poth and Lin Liu and Chun Liang and Adam S. LeFever and Lindsay M. Wallace and Ruth Ashery‐Padan and Penny K. Riggs and Jordan E Shields and Ohad Shaham and Sheldon Rowan and Nadean L. Brown and Tom Glaser and Michael L. Robinson},
  journal={Human Genomics},
  volume={13},
  number={1},
  pages={10--10},
  year={2019},
  doi={10.1186/s40246-019-0192-8},
}

@article{huang2020,
 title={The U Shaped Relationship Between High-Density Lipoprotein Cholesterol and All-Cause or Cause-Specific Mortality in Adult Population},
 author={Yuqing Huang and Xiaocong Liu and Kenneth Lo and Lin Liu and Yu‐Ling Yu and Chaolei Chen and Jiayi Huang and Yingqing Feng and Bin Zhang},
 journal={Clinical Interventions in Aging},
 volume={Volume 15},
 pages={1883--1896},
 year={2020},
 doi={10.2147/cia.s271528},
}

@article{wang2022,
  title={Orbital angular momentum spectra of twisted Laguerre-Gaussian Schell-model beams propagating in weak-to-strong Kolmogorov atmospheric turbulence},
  author={Haiyun Wang and Zhaohui Yang and Lin Liu and Yahong Chen and Fei Wang and Yangjian Cai},
  journal={Optics Express},
  volume={31},
  number={2},
  pages={916--916},
  year={2022},
  doi={10.1364/oe.477029},
}

@article{li2023,
  title={AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer},
  author={Shuo Li and Yan Song and Li-Rong Dai and Ian McLoughlin and Xin Fang and Lin Liu},
  pages={1--5},
  year={2023},
  doi={10.1109/icassp49357.2023.10096853},
}

@article{jia2019,
  title={An improvement method for degree and its extending centralities in directed networks},
  author={Peng Jia and Jiayong Liu and Cheng Huang and Lin Liu and Chunyang Xu},
  journal={Physica A Statistical Mechanics and its Applications},
  volume={532},
  pages={121891--121891},
  year={2019},
  doi={10.1016/j.physa.2019.121891},
}

@article{liu2017,
  title={Partially Coherent Vortex Beam: From Theory to Experiment},
  author={Xianlong Liu and Lin Liu and Yahong Chen and Yangjian Cai},
  journal={InTech eBooks},
  year={2017},
  doi={10.5772/66323},
}

@article{levy2021,
  title={Requirements Engineering for Well-Being, Aging, and Health: An Overview for Practitioners},
  author={Meira Levy and Lin Liu and Daniel Amyot and Eric Yu and Muneef Alshammari and Malak Baslyman and Elizabeth Bjarnason and Christopher Bull and Carlos Henrique C. Duarte and Eduard C. Groen and Sami Jantunen and Sylwia Kopczyńska and Lysanne Lessard and Ita Richardson and Jens Weber and Ziqi Wei},
  journal={IEEE Software},
  volume={38},
  number={3},
  pages={7--12},
  year={2021},
  doi={10.1109/ms.2021.3058492},
}

@article{liu2022,
  title={MSCCS: A Monero-based security-enhanced covert communication system},
  author={Liang Liu and Lin Liu and Beibei Li and Yi Zhong and Shan Liao and Lei Zhang},
  journal={Computer Networks},
  volume={205},
  pages={108759--108759},
  year={2022},
  doi={10.1016/j.comnet.2021.108759},
}

@article{han2022,
  title={Tuning the morphology of Mg2TiO4: Mn4+ for luminescence performance and latent fingerprint visualization},
  author={Meixing Han and Lin Liu and Di Zhang and Yintong Du and Zhao Li and Yaqi Wang and Li Lv},
  journal={Journal of Luminescence},
  volume={252},
  pages={119417--119417},
  year={2022},
  doi={10.1016/j.jlumin.2022.119417},
}

@article{wang2021,
  title={Genetic predisposition to impaired metabolism of the branched chain amino acids, dietary intakes, and risk of type 2 diabetes},
  author={Weiqi Wang and Zengjiao Liu and Lin Liu and Tianshu Han and Xue Yang and Changhao Sun},
  journal={Genes & Nutrition},
  volume={16},
  number={1},
  pages={20--20},
  year={2021},
  doi={10.1186/s12263-021-00695-3},
}

@inproceedings{hu2022,
  title={Domain Robust Deep Embedding Learning for Speaker Recognition},
  author={Hang-Rui Hu and Yan Song and Ying Liu and Li-Rong Dai and Ian McLoughlin and Lin Liu},
  booktitle={ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={7182--7186},
  year={2022},
  doi={10.1109/icassp43922.2022.9747364},
}

@article{liu2023,
  title={DNA methylation profiling and integrative multi-omics analysis of skin samples reveal important contribution of epigenetics and immune response in the pathogenesis of acne vulgaris},
  author={Lin Liu and Yuzhou Xue and Jiayi Chen and Jiayi Chen and Yuxin Li and Tingqiao Chen and Xingyu Pan and Judan Zhong and Xinyi Shao and Yangmei Chen and Chen Jin and Chen Jin},
  journal={Clinical Immunology},
  volume={255},
  pages={109773--109773},
  year={2023},
  doi={10.1016/j.clim.2023.109773},
}

@article{liu2024,
  title={Association between stress hyperglycemia ratio and all-cause mortality in critically ill patients with atrial fibrillation: insights from a MIMIC-IV study},
  author={Lin Liu and Zhanfang Zhu and Kai Yu and Wei Zhang and Jie Pu and Ying Lv and Zhiguo Tang and Fuqiang Liu and Shasha Liu},
  journal={Frontiers in Endocrinology},
  volume={15},
  pages={1412159--1412159},
  year={2024},
  doi={10.3389/fendo.2024.1412159},
}

@article{liu2024,
  title={Defend against adversarial attacks in malware detection through attack space management},
  author={Liang Liu and Xinyu Kuang and Lin Liu and Lei Zhang},
  journal={Computers & Security},
  volume={141},
  pages={103841--103841},
  year={2024},
  doi={10.1016/j.cose.2024.103841},
}

@article{wang2023,
  title={Propagation of coherence-OAM matrix of an optical beam in vacuum and turbulence},
  author={Fei Wang and Weihao Li and Dan Wu and Lin Liu and Olga Korotkova and Yangjian Cai},
  journal={Optics Express},
  volume={31},
  number={13},
  pages={20796--20796},
  year={2023},
  doi={10.1364/oe.489324},
}

@article{bamunuarachchi2023,
  title={MicroRNA-9-1 Attenuates Influenza A Virus Replication via Targeting Tankyrase 1},
  author={Gayan Bamunuarachchi and Kishore Vaddadi and Xiaoyun Yang and Quanjin Dang and Zhengyu Zhu and Sankha Hewawasam and Chaoqun Huang and Yurong Liang and Yujie Guo and Lin Liu},
  journal={Journal of Innate Immunity},
  volume={15},
  number={1},
  pages={647--664},
  year={2023},
  doi={10.1159/000532063},
}

@article{li2024,
  title={Footprint family of China's coal-based synthetic natural gas industry},
  author={Junjie Li and Yulong Yan and Lin Peng and Dongpeng Zhou and Yirong Wang and Jie Zhang and Ying Cao and Lin Liu and Kun Lin and Menggang Li and Kechang Xie},
  journal={Energy},
  volume={312},
  pages={133560--133560},
  year={2024},
  doi={10.1016/j.energy.2024.133560},
}

@article{liu2025,
  title={A dual-neuron memristive hopfield neural network and its application in image encryption},
  author={Lin Liu and Yi Huang and Zuguo Chen and Chaoyang Chen and Lei Chen and Wei Yao and Jie Jin},
  journal={Nonlinear Dynamics},
  volume={113},
  number={14},
  pages={18705--18726},
  year={2025},
  doi={10.1007/s11071-025-11141-z},
}

@article{li2023,
  title={Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection},
  author={Shuo Li and Yan Song and Ian McLoughlin and Lin Liu and Jin Li and Li-Rong Dai},
  pages={291--295},
  year={2023},
  doi={10.21437/interspeech.2023-1174},
}

@article{gao2025,
  title={A Generic Image Steganography Recognition Scheme with Big Data Matching and an Improved ResNet50 Deep Learning Network},
  author={Xuefeng Gao and Junkai Yi and Lin Liu and Lingling Tan},
  journal={Electronics},
  volume={14},
  number={8},
  pages={1610--1610},
  year={2025},
  doi={10.3390/electronics14081610},
}

@article{hao2024,
  title={Is duct-to-mucosa pancreaticojejunostomy necessary after pancreaticoduodenectomy: A meta-analysis of randomized controlled trials},
  author={Xiaofei Hao and Yi Li and Lin Liu and Jian Bai and Jia Liu and Cuinan Jiang and Lu Zheng},
  journal={Heliyon},
  volume={10},
  number={13},
  pages={e33156--e33156},
  year={2024},
  doi={10.1016/j.heliyon.2024.e33156},
}

@article{dang2025,
  title={Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection},
  author={Ziqiang Dang and Jianfang Li and Lin Liu},
  pages={5884--5894},
  year={2025},
  doi={10.1109/wacv61041.2025.00574},
}

@article{barone2025,
  title={Methylclostebol Metabolism Discovery by Untargeted Analysis},
  author={G. Barone and Lukas Corbinian Harps and Lin Liu and Daniel Jardines and Maria Kristina Parr and Francesco Botrè and Xavier de la Torre},
  journal={Rapid Communications in Mass Spectrometry},
  volume={39},
  number={21},
  pages={e10114--e10114},
  year={2025},
  doi={10.1002/rcm.10114},
}

@article{zhang2025,
  title={Physiological insights into the responses of tea plants to aluminum through an integrated transcriptomic and metabolomic analysis},
  author={Xinwan Zhang and Shijie Luo and Xiali Ye and Lin Liu and Xinxin Jia and Deyuan Jiang and Weiwei Wen},
  journal={Horticulture Advances},
  volume={3},
  number={1},
  year={2025},
  doi={10.1007/s44281-025-00074-7},
}

@article{lin2019,
  title={Efficient Projection and Coding Tools for 360° Video},
  author={Jianliang Lin and Ya-Hsuan Lee and Cheng-Hsuan Shih and Sheng-Yen Lin and Hung-Chih Lin and Shen-Kai Chang and Peng Wang and Lin Liu and Chi-Cheng Ju},
  journal={IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
  volume={9},
  number={1},
  pages={84--97},
  year={2019},
  doi={10.1109/jetcas.2019.2899660},
}

@article{li2016,
  title={Expression of LPA2 is associated with poor prognosis in human breast cancer and regulates HIF-1α expression and breast cancer cell growth},
  author={Min Li and Dong Xiao and Jia Zhang and Hangying Qu and Ya Yang and Yan Yan and Xu Liu and Jizhao Wang and Lin Liu and Jiansheng Wang and Xiaoyi Duan},
  journal={Oncology Reports},
  volume={36},
  number={6},
  pages={3479--3487},
  year={2016},
  doi={10.3892/or.2016.5206},
}

@article{peng2020,
  title={Self-reconstruction of twisted Laguerre-Gaussian Schell-model beams partially blocked by an opaque obstacle},
  author={Xiaofeng Peng and Haiyun Wang and Lin Liu and Fei Wang and Sergei Popov and Yangjian Cai},
  journal={Optics Express},
  volume={28},
  number={21},
  pages={31510--31510},
  year={2020},
  doi={10.1364/oe.408357},
}

@article{liu2015,
  title={Requirements cybernetics: Elicitation based on user behavioral data},
  author={Lin Liu and Qing Zhou and Liu Jilei and Zhanqiang Cao},
  journal={Journal of Systems and Software},
  volume={124},
  pages={187--194},
  year={2015},
  doi={10.1016/j.jss.2015.12.030},
}

@article{hao2016,
  title={Vulnerability of complex networks under three-level-tree attacks},
  author={Yaohui Hao and Han Ji-hong and Yi Lin and Lin Liu},
  journal={Physica A Statistical Mechanics and its Applications},
  volume={462},
  pages={674--683},
  year={2016},
  doi={10.1016/j.physa.2016.06.130},
}

@article{liu2017,
  title={The Correlation between FSTL1 Expression and Airway Remodeling in Asthmatics},
  author={Yahui Liu and Tian Liu and Jinxiang Wu and Tao Li and Xingai Jiao and Haiqing Zhang and Jiping Zhao and Junfei Wang and Lin Liu and Liuzhao Cao and Shuo Li and Jiawei Xu and Jianfeng Xu and Xiaohui Ma and Lei Yang and Liang Dong},
  journal={Mediators of Inflammation},
  volume={2017},
  pages={1--11},
  year={2017},
  doi={10.1155/2017/7918472},
}

@article{zheng2021,
  title={An Improved Mean Teacher Based Method for Large Scale Weakly Labeled Semi-Supervised Sound Event Detection},
  author={Xu Zheng and Yan Song and Ian McLoughlin and Lin Liu and Li-Rong Dai},
  pages={356--360},
  year={2021},
  doi={10.1109/icassp39728.2021.9414931},
}

@article{ge2018,
 title={Retracted: IRAK3 gene silencing prevents cardiac rupture and ventricular remodeling through negative regulation of the NF‐κB signaling pathway in a mouse model of acute myocardial infarction},
 author={Zhenwei Ge and Bao‐Cai Wang and Junlong Hu and Junjie Sun and Sheng Wang and Xianjie Chen and Shuping Meng and Lin Liu and Zhaoyun Cheng},
 journal={Journal of Cellular Physiology},
 volume={234},
 number={7},
 pages={11722--11733},
 year={2018},
 doi={10.1002/jcp.27827},
}

@article{liu2020,
  title={Downregulation of miR‐1225‐5p is pivotal for proliferation, invasion, and migration of HCC cells through NFκB regulation},
  author={Lin Liu and Weiguo Zhang and Yujing Hu and Liangliang Ma and Xiangsu Xu},
  journal={Journal of Clinical Laboratory Analysis},
  volume={34},
  number={11},
  pages={e23474--e23474},
  year={2020},
  doi={10.1002/jcla.23474},
}

@article{yang2017,
  title={Evaluating the Comprehensive Benefit of Group-Affiliated New Energy Power Generation Enterprises for Sustainability: Based on a Combined Technique of STBI and TOPSIS},
  author={Wenyin Yang and Lin Liu and Xiaobao Yu},
  journal={Sustainability},
  volume={10},
  number={1},
  pages={24--24},
  year={2017},
  doi={10.3390/su10010024},
}

@article{khan2018,
  title={Linguistic Analysis of Crowd Requirements: An Experimental Study},
  author={Javed Ali Khan and Lin Liu and Yidi Jia and Lijie Wen},
  pages={24--31},
  year={2018},
  doi={10.1109/empire.2018.00010},
}

@article{liu2020,
  title={Comparative Genomic Analysis of 19 Clinical Isolates of Tigecycline-Resistant Acinetobacter baumannii},
  author={Lin Liu and Ping Shen and Beiwen Zheng and Wei Yu and Jinru Ji and Yonghong Xiao},
  journal={Frontiers in Microbiology},
  volume={11},
  pages={1321--1321},
  year={2020},
  doi={10.3389/fmicb.2020.01321},
}

@article{liu2020,
  title={Preliminary investigation of the function of hsa_circ_0049356 in nonobstructive azoospermia patients},
  author={Lin Liu and Faminzi Li and Zhen Wen and Tao Li and Meng Lv and Xiaodong Zhao and Wei Zhang and Jing Liu and Liyan Wang and Xiaoling Ma},
  journal={Andrologia},
  volume={52},
  number={11},
  pages={e13814--e13814},
  year={2020},
  doi={10.1111/and.13814},
}

@article{zhang2021,
  title={Dynamic access control technology based on zero-trust light verification network model},
  author={Peng-Feng Zhang and Chuan Tian and Tao Shang and Lin Liu and Lei Li and Wenting Wang and Yiming Zhao},
  pages={712--715},
  year={2021},
  doi={10.1109/cisce52179.2021.9445896},
}

@article{liu2017,
  title={Predicting protein function via multi-label supervised topic model on gene ontology},
  author={Lin Liu and Lin Tang and Libo He and Shaowen Yao and Wei Zhou},
  journal={Biotechnology & Biotechnological Equipment},
  volume={31},
  number={3},
  pages={630--638},
  year={2017},
  doi={10.1080/13102818.2017.1307697},
}

@article{bamunuarachchi2021,
  title={Interplay between host non-coding RNAs and influenza viruses},
  author={Gayan Bamunuarachchi and Samuel Pushparaj and Lin Liu},
  journal={RNA Biology},
  volume={18},
  number={5},
  pages={767--784},
  year={2021},
  doi={10.1080/15476286.2021.1872170},
}

@article{liu2018,
  title={Authenticated semiquantum dialogue with secure delegated quantum computation over a collective noise channel},
  author={Lin Liu and Min Xiao and Xiuli Song},
  journal={Quantum Information Processing},
  volume={17},
  number={12},
  year={2018},
  doi={10.1007/s11128-018-2109-1},
}

@article{liu2020,
  title={On Nearly Assumption-Free Tests of Nominal Confidence Interval Coverage for Causal Parameters Estimated by Machine Learning},
  author={Lin Liu and Rajarshi Mukherjee and James M. Robins},
  journal={Statistical Science},
  volume={35},
  number={3},
  year={2020},
  doi={10.1214/20-sts786},
}

@article{liu2016,
  title={An Overview of Hierarchical Topic Modeling},
  author={Lin Liu and Lin Tang and Libo He and Wei Zhou and Shaowen Yao},
  pages={391--394},
  year={2016},
  doi={10.1109/ihmsc.2016.101},
}

@article{liu2018,
  title={Off-label prescriptions in intensive care unit: the Chinese experience},
  author={Lin Liu and Hongyu Yang and Yan Lou and Jing Miao and Xiaoyang Lu and Qingwei Zhao and Rongrong Wang and Saiping Jiang and Xingguo Zhang},
  journal={Therapeutics and Clinical Risk Management},
  volume={Volume 14},
  pages={195--202},
  year={2018},
  doi={10.2147/tcrm.s146425},
}

@article{liu2017,
  title={A Structural Representation Learning for Multi-relational Networks},
  author={Lin Liu and Xin Li and William K. Cheung and Chengcheng Xu},
  pages={4047--4053},
  year={2017},
  doi={10.24963/ijcai.2017/565},
}

@article{shu2022,
  title={Spatial Modulation: An Attractive Secure Solution to Future Wireless Networks},
  author={Feng Shu and Lili Yang and Lin Liu and Xinyi Jiang and Guiyang Xia and Yuanyuan Wu and Xianpeng Wang and Jiangzhou Wang and Xiaohu You and Shi Jin},
  journal={IEEE Network},
  volume={36},
  number={3},
  pages={130--135},
  year={2022},
  doi={10.1109/mnet.012.2100008},
}

@article{hu2022,
  title={Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification},
  author={Hang-Rui Hu and Yan Song and Li-Rong Dai and Ian McLoughlin and Lin Liu},
  journal={Interspeech 2022},
  pages={3689--3693},
  year={2022},
  doi={10.21437/interspeech.2022-591},
}

@article{wang2023,
  title={Second-order statistics of a Hermite-Gaussian correlated Schell-model beam carrying twisted phase propagation in turbulent atmosphere},
  author={Changsheng Wang and Leixin Liu and Lin Liu and Jiayi Yu and Fei Wang and Yangjian Cai and Xiaofeng Peng},
  journal={Optics Express},
  volume={31},
  number={8},
  pages={13255--13255},
  year={2023},
  doi={10.1364/oe.489437},
}

@article{zhu2022,
  title={Convolutional neural network based anatomical site identification for laryngoscopy quality control: A multicenter study},
  author={Jiqing Zhu and Meiling Wang and Ying Li and Wei Zhang and Lijuan Li and Lin Liu and Yan Zhang and Cai-Juan Han and Cheng‐Wei Tie and Shi‐Xu Wang and Guiqi Wang and Xiao‐Guang Ni},
  journal={American Journal of Otolaryngology},
  volume={44},
  number={2},
  pages={103695--103695},
  year={2022},
  doi={10.1016/j.amjoto.2022.103695},
}

@article{yasin2023,
  title={Counteracting sociocultural barriers in global software engineering using group activities},
  author={Affan Yasin and Rubia Fatima and Javed Ali Khan and Lin Liu and Raian Ali and Jianmin Wang},
  journal={Journal of Software Evolution and Process},
  volume={36},
  number={5},
  year={2023},
  doi={10.1002/smr.2587},
}

@inproceedings{xi2022,
  title={Frontend Attributes Disentanglement for Speech Emotion Recognition},
  author={Yuxuan Xi and Yan Song and Li-Rong Dai and Ian McLoughlin and Lin Liu},
  booktitle={ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={7712--7716},
  year={2022},
  doi={10.1109/icassp43922.2022.9746691},
}

@article{yang2020,
  title={The politics of academic innovation: A cross-national study of the effects of regime type on knowledge production},
  author={Yi Yang and Lin Liu},
  journal={Asian Journal of Technology Innovation},
  volume={29},
  number={3},
  pages={389--413},
  year={2020},
  doi={10.1080/19761597.2020.1815066},
}

@article{yasin2021,
  title={Counteracting social engineering attacks},
  author={Affan Yasin and Rubia Fatima and Lin Liu and Jianmin Wanga and Raian Ali and Ziqi Wei},
  journal={Computer Fraud & Security},
  volume={2021},
  number={10},
  pages={15--19},
  year={2021},
  doi={10.1016/s1361-3723(21)00108-1},
}

@article{geng2024,
  title={Enhanced MALDI-2 Sensitivity with Reflecting Post-Ionization Laser for High-Resolution MS Imaging Combined with Real-Time Microscope Imaging},
  author={Zhi Geng and Qiao Jin and Lin Liu and Yuanyuan Huang and Xinfeng Zhou and Xiaoqiang Zhang and Wenjian Sun},
  journal={Analytical Chemistry},
  volume={96},
  number={32},
  pages={12983--12990},
  year={2024},
  doi={10.1021/acs.analchem.4c00576},
}

@article{zeng2023,
  title={Robust Prototype Learning for Anomalous Sound Detection},
  author={Xiaomin Zeng and Yan Song and Ian McLoughlin and Lin Liu and Li-Rong Dai},
  pages={261--265},
  year={2023},
  doi={10.21437/interspeech.2023-1173},
}

@article{zhang2021,
  title={Transcriptome Analysis of Effects of Folic Acid Supplement on Gene Expression in Liver of Broiler Chickens},
  author={Yujie Zhang and Ningbo Zhang and Lin Liu and Yan Wang and Jinyi Xing and Xiuling Li},
  journal={Frontiers in Veterinary Science},
  volume={8},
  pages={686609--686609},
  year={2021},
  doi={10.3389/fvets.2021.686609},
}

@article{xu2023,
  title={A novel transcriptional repressor specifically regulates xylanase gene 1 in Trichoderma reesei},
  author={Wenqiang Xu and Yajing Ren and Yuxiao Xia and Lin Liu and Xiangfeng Meng and Guanjun Chen and Weixin Zhang and Weifeng Liu},
  journal={Biotechnology for Biofuels and Bioproducts},
  volume={16},
  number={1},
  pages={161--161},
  year={2023},
  doi={10.1186/s13068-023-02417-w},
}

@article{zhu2025,
  title={AstMatch: Adversarial self-training consistency framework for semi-supervised medical image segmentation},
  author={Guanghao Zhu and Jing Zhang and Juanxiu Liu and Xiaohui Du and Ruqian Hao and Yong Liu and Lin Liu and Yong Liu and Lin Liu},
  journal={Neurocomputing},
  volume={643},
  pages={130491--130491},
  year={2025},
  doi={10.1016/j.neucom.2025.130491},
}

@article{jiang2024,
  title={Metabolomic and genome-wide association studies drive genetic dissection and gene mining in tea plant},
  author={Xiaohui Jiang and Jingjing Zhao and Dawei Gao and Xiaoliang Zhang and Haiji Qiu and Lin Liu and Wenjiao Zhang and Yujia Ren and Weiwei Wen},
  journal={Horticulture Advances},
  volume={2},
  number={1},
  year={2024},
  doi={10.1007/s44281-024-00030-x},
}

@article{xu2024,
  title={Adopting Generative AI with Precaution in Dentistry: A Review and Reflection},
  author={Mingming Xu and Chen Ye and Zheng Zeng and Chenyang Chang and Shijie Qi and Yujia Wu and Huifang Yang and Yifan Chen and Haifeng Huang and Lin Liu and Zhanqiang Cao and Xuliang Deng},
  pages={244--256},
  year={2024},
  doi={10.1109/icdh62654.2024.00047},
}

@article{chen2021,
  title={Magnon Torque Transferred into a Magnetic Insulator through an Antiferromagnetic Insulator},
  author={Zhiren Chen and Zehan Chen and Xiaotian Zhao and Baoshan Cui and Hongnan Zheng and Lin Liu and Wei Jia and Tianhui Li and Zhixiang Ye and Mingxia Qiu and Ning Wang and Lei Ma and Hongyu An},
  journal={Nanomaterials},
  volume={11},
  number={11},
  pages={2766--2766},
  year={2021},
  doi={10.3390/nano11112766},
}

@article{zhang2023,
  title={Student Profile Clustering Based Personalized Exercise Recommendation: Taking Data Structures Course as an Example},
  author={Zhaowei Zhang and Lin Liu and Hui Liu and Zhenyu Wu and Hui Liu},
  pages={68--70},
  year={2023},
  doi={10.1109/icalt58122.2023.00026},
}

@inproceedings{liu2021,
  title={Voice Source Tracking Technology Based on Perceptual Hash of Fingerprint Image},
  author={Lin Liu and Wenbo Guo and Peng Jia},
  booktitle={2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)},
  volume={21},
  pages={349--353},
  year={2021},
  doi={10.1109/ic-nidc54101.2021.9660452},
}

@article{li2023,
  title={Adaptive Hyper-parameter Learning for Deep Semantic Retrieval},
  author={Mingming Li and Chunyuan Yuan and Huimu Wang and Peng Wang and Jingwei Zhuo and Binbin Wang and Lin Liu and Sulong Xu},
  pages={775--782},
  year={2023},
  doi={10.18653/v1/2023.emnlp-industry.72},
}

@article{ji2025,
  title={Synergistic effects of multi-strain probiotics and Chinese herbal medicine on growth performance and gut health in weaned piglets},
  author={Kai Ji and Lei Sheng and Lingling Wang and Lang Tian and Zizeng Wen and Rui Shi and Lin Liu and Jinjia Liu and Baoming Shi and Jian Wang},
  journal={Frontiers in Veterinary Science},
  volume={12},
  pages={1677127--1677127},
  year={2025},
  doi={10.3389/fvets.2025.1677127},
}

@article{huang2025,
  title={Achiral Catalyst‐Induced Stereoselectivity Switch at Quaternary Stereocenter: Diastereodivergent Ring‐Opening Alkylation and Enantiodivergent Arylation of Oxindoles},
  author={Jinhai Huang and Hui Xu and Yucheng Pang and Lin Liu and Xuanchen Wan and Wei Wang and Lifei Gan and Jiangtao Ren and Fangzhi Peng and Yanfeng Dang and Yingqing Ou and Yu‐Hua Deng and Zhihui Shao},
  journal={Angewandte Chemie International Edition},
  volume={64},
  number={50},
  pages={e202507941--e202507941},
  year={2025},
  doi={10.1002/anie.202507941},
}

@article{jin2026,
  title={Cooperative control of multi-scroll attractors in chaotic neural network with double potential wells and staircase wells and its application in image encryption},
  author={Jie Jin and Lin Liu and Lv Zhao and Fei Yu},
  journal={Integration},
  volume={109},
  pages={102739--102739},
  year={2026},
  doi={10.1016/j.vlsi.2026.102739},
}

@article{guo2017,
  title={Broadband and omnidirectional light harvesting enhancement in photovoltaic devices with aperiodic TiO2 nanotube photonic crystal},
  author={Min Guo and Haijun Su and Jun Zhang and Lin Liu and Nianqing Fu and Zehui Yong and Haitao Huang and Keyu Xie},
  journal={Journal of Power Sources},
  volume={345},
  pages={12--20},
  year={2017},
  doi={10.1016/j.jpowsour.2017.01.123},
}

@article{liu2021,
  title={An Effective Deep Embedding Learning Method Based on Dense-Residual Networks for Speaker Verification},
  author={Ying Liu and Yan Song and Ian McLoughlin and Lin Liu and Li-Rong Dai},
  pages={6683--6687},
  year={2021},
  doi={10.1109/icassp39728.2021.9413421},
}

@article{shen2020,
  title={Ribonuclease H2 Subunit A impacts invasiveness and chemoresistance resulting in poor survivability of breast cancer in ER dependent manner.},
  author={Jianjiang Shen and Sen Lin and Lin Liu and Chenying Wang},
  journal={PubMed},
  volume={12},
  number={5},
  pages={2281--2294},
  year={2020},
}

@article{liu2015,
  title={Quantum Steganography for Multi-party Covert Communication},
  author={Lin Liu and Guangming Tang and Yifeng Sun and Shufan Yan},
  journal={International Journal of Theoretical Physics},
  volume={55},
  number={1},
  pages={191--201},
  year={2015},
  doi={10.1007/s10773-015-2649-4},
}

@article{liu2016,
  title={Requirements Engineering for Health Data Analytics: Challenges and Possible Directions},
  author={Lin Liu and Letong Feng and Zhanqiang Cao and Li Jingdong},
  volume={15},
  pages={266--275},
  year={2016},
  doi={10.1109/re.2016.48},
}

@article{liu2016,
  title={Spectrally Efficient Nonorthogonal Frequency Division Multiplexing with Index Modulation},
  author={Heng Liu and Lin Liu and Ping Wang},
  pages={290--293},
  year={2016},
  doi={10.1109/pdcat.2016.068},
}

@article{liu2020,
  title={An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions},
  author={Ying Liu and Yan Song and Yiheng Jiang and Ian McLoughlin and Lin Liu and Li-Rong Dai},
  pages={3007--3011},
  year={2020},
  doi={10.21437/interspeech.2020-1922},
}

@article{gan2021,
  title={Expression Characteristics of microRNA in Pig Umbilical Venous Blood and Umbilical Arterial Blood},
  author={Mailin Gan and Lin Liu and Shunhua Zhang and Zongyi Guo and Ya Tan and Jia Luo and Qiong Yang and Hongmei Pan and Xuewei Li and Jinyong Wang and Linyuan Shen and Li Zhu},
  journal={Animals},
  volume={11},
  number={6},
  pages={1563--1563},
  year={2021},
  doi={10.3390/ani11061563},
}

@article{xiao2021,
  title={Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint},
  author={Zhuojian Xiao and Yunjiang Jiang and Guoyu Tang and Lin Liu and Sulong Xu and Yun Xiao and Weipeng Yan},
  pages={2453--2463},
  year={2021},
  doi={10.1109/icde51399.2021.00278},
}

@article{li2017,
  title={cDNA cloning, expression and immune function analysis of a novel Rac1 gene ( AjRac1 ) in the sea cucumber Apostichopus japonicus},
  author={Kaiquan Li and Lin Liu and Shengnan Shang and Yi Wang and Yaoyao Zhan and Jian Song and Xiangxiang Zhang and Yaqing Chang},
  journal={Fish & Shellfish Immunology},
  volume={69},
  pages={218--226},
  year={2017},
  doi={10.1016/j.fsi.2017.08.027},
}

@article{liu2021,
  title={Sirius Commissioning Results and Operation Status},
  author={Lin Liu and Murilo Alves and Ana Clara Oliveira and Ximenes Resende and Fernando de Sá},
  journal={JACOW},
  pages={13--18},
  year={2021},
  doi={10.18429/jacow-ipac2021-moxa03},
}

@article{wu2021,
  title={What drives consumer website stickiness intention The role of website service quality and website involvement},
  author={Jinnan Wu and Lin Liu and Tingting Cui},
  journal={International Journal of Services Technology and Management},
  volume={27},
  number={3},
  pages={189--189},
  year={2021},
  doi={10.1504/ijstm.2021.115163},
}

@article{liu2019,
  title={Imputation and post-selection inference in models with missing data: An application to colorectal cancer surveillance guidelines},
  author={Lin Liu and Yuqi Qiu and Loki Natarajan and Karen Messer},
  journal={The Annals of Applied Statistics},
  volume={13},
  number={3},
  year={2019},
  doi={10.1214/19-aoas1239},
}

@article{gong2023,
  title={Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce},
  author={Juan Gong and Zhenlin Chen and Chaoyi Ma and Zhuojian Xiao and Haonan Wang and Guoyu Tang and Lin Liu and Sulong Xu and Bo Long and Yunjiang Jiang},
  pages={3222--3234},
  year={2023},
  doi={10.1109/icde55515.2023.00247},
}

@article{liu2022,
  title={Application of Training Load Prediction Model based on Improved BP Neural Network in Sports Training of Athletes},
  author={Lin Liu and Guannan Sheng},
  journal={International Journal of Advanced Computer Science and Applications},
  volume={13},
  number={10},
  year={2022},
  doi={10.14569/ijacsa.2022.0131076},
}

@article{sun2023,
  title={On the density of translation networks defined on the unit ball},
  author={Xiaojun Sun and Baohuai Sheng and Lin Liu and Xiaoling Pan},
  journal={Mathematical Foundations of Computing},
  volume={7},
  number={3},
  pages={386--404},
  year={2023},
  doi={10.3934/mfc.2023017},
}

@article{liu2024,
  title={A Study on Miao Batik Pattern Design Based on Style Transfer Algorithms},
  author={Lin Liu and Xiaoyun Sun},
  pages={953--957},
  year={2024},
  doi={10.1109/icairc64177.2024.10900223},
}

@article{liu2025,
  title={Research on Leather Defect Detection and Recognition Algorithm Based on Improved Multilayer Perceptron},
  author={Lin Liu and Xi‐Zhao Li and Xi‐Zhao Li and Ruiyu Wang and Xingke Li and Xingke Li and Liwang Zheng and Lan Li and Fangwei Zhao and Xibing Li and Xibing Li},
  journal={Processes},
  volume={13},
  number={5},
  pages={1298--1298},
  year={2025},
  doi={10.3390/pr13051298},
}

@article{liu2015,
  title={A study on decision making of cutting stock with frustum of cone bars},
  author={Lin Liu and Xinbao Liu and Jun Pei and Wenjuan Fan and Pãnos M. Pardalos},
  journal={Operational Research},
  volume={17},
  number={1},
  pages={187--204},
  year={2015},
  doi={10.1007/s12351-015-0221-x},
}

@article{xing2018,
  title={Identification of differentially expressed genes in broiler offspring under maternal folate deficiency},
  author={Jinyi Xing and Wenqian Jing and Yujie Zhang and Lin Liu and Junjie Xu and Xianwei Chen},
  journal={Physiological Genomics},
  volume={50},
  number={12},
  pages={1015--1025},
  year={2018},
  doi={10.1152/physiolgenomics.00086.2018},
}

@article{liu2019,
  title={The Recent Applications and Developments of Bioinformatics and Omics Technologies in Traditional Chinese Medicine},
  author={Lin Liu and Hao Wang},
  journal={Current Bioinformatics},
  volume={14},
  number={3},
  pages={200--210},
  year={2019},
  doi={10.2174/1574893614666190102125403},
}

@article{liu2015,
  title={Cluster Analysis of Electrical Behavior},
  author={Lin Liu},
  journal={Journal of Computer and Communications},
  volume={03},
  number={05},
  pages={88--93},
  year={2015},
  doi={10.4236/jcc.2015.35011},
}

@article{hidaka2019,
  title={Design and Engineering of Adaptive Software Systems},
  author={Soichiro Hidaka and Zhenjiang Hu and Marin Litoiu and Lin Liu and Patrick Martin and Xin Peng and Guiling Wang and Yijun Yu},
  pages={1--33},
  year={2019},
  doi={10.1007/978-981-13-2185-6_1},
}

@article{liu2016,
  title={Security and Privacy Requirements Engineering Revisited in the Big Data Era},
  author={Lin Liu},
  pages={55--55},
  year={2016},
  doi={10.1109/rew.2016.023},
}

@article{zhang2017,
  title={KH-type splicing regulatory protein is a new component of chromatoid body},
  author={Huijuan Zhang and Guishuan Wang and Lin Liu and Xiaolin Liang and Yu Lin and Yi-Yu Lin and Chu‐Fang Chou and Mo‐Fang Liu and He‐Feng Huang and Fei Sun},
  journal={Reproduction},
  volume={154},
  number={6},
  pages={723--733},
  year={2017},
  doi={10.1530/rep-17-0169},
}

@article{liu2018,
  title={Study on Test Scenarios of Environment Perception System under Rear-End Collision Risk},
  author={Lin Liu and Xichan Zhu and Zhixiong Ma},
  journal={SAE technical papers on CD-ROM/SAE technical paper series},
  year={2018},
  doi={10.4271/2018-01-1079},
}

@article{huo2021,
  title={Physical impairments awareness based virtual network mapping strategy of elastic optical networks},
  author={Chao Huo and Lin Liu and Huifeng Bai},
  journal={Optoelectronics Letters},
  volume={17},
  number={1},
  pages={36--39},
  year={2021},
  doi={10.1007/s11801-021-0029-2},
}

@article{yu2022,
  title={Heuristic approaches for the car sequencing problems with block batches},
  author={Yingjie Yu and Xiaochun Lu and Tao Zhao and Minjiao Cheng and Lin Liu and Wenchao Wei},
  journal={EURASIP Journal on Wireless Communications and Networking},
  volume={2022},
  number={1},
  year={2022},
  doi={10.1186/s13638-022-02113-7},
}

@article{li2022,
  title={[Retracted] The Development and Management Work Innovation of University Students by Artificial Intelligence and Deep Learning in the Wireless Network Era},
  author={Qiao Li and Tiaolan Qi and Lin Liu},
  journal={Wireless Communications and Mobile Computing},
  volume={2022},
  number={1},
  year={2022},
  doi={10.1155/2022/7774185},
}

@article{liu2022,
  title={Activin receptor-like kinase 7 silencing alleviates cardiomyocyte apoptosis, cardiac fibrosis, and dysfunction in diabetic rats},
  author={Lin Liu and Xin Zhou and Qiyu Zhang and Li Li and Yuanyuan Shang and Zhihao Wang and Ming Zhong and Yuguo Chen and Wei Zhang and Mengxiong Tang},
  journal={Experimental Biology and Medicine},
  volume={247},
  number={16},
  pages={1397--1409},
  year={2022},
  doi={10.1177/15353702221095049},
}

@article{li2016,
  title={Engineering Requirements with Desiree: An Empirical Evaluation},
  author={Feng-Lin Li and Jennifer Horkoff and Lin Liu and Alex Borgida and Giancarlo Guizzardi and John Mylopoulos},
  journal={Lecture notes in computer science},
  pages={221--238},
  year={2016},
  doi={10.1007/978-3-319-39696-5_14},
}

@article{liu2020,
  title={Rejoinder: On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning},
  author={Lin Liu and Rajarshi Mukherjee and James M. Robins},
  journal={Statistical Science},
  volume={35},
  number={3},
  year={2020},
  doi={10.1214/20-sts804},
}

@article{han2024,
  title={GP-HTNLoc: A graph prototype head-tail network-based model for multi-label subcellular localization prediction of ncRNAs},
  author={Shuangkai Han and Lin Liu},
  journal={Computational and Structural Biotechnology Journal},
  volume={23},
  pages={2034--2048},
  year={2024},
  doi={10.1016/j.csbj.2024.04.052},
}

@article{chen2015,
  title={Research on Smart Grid Load Forecasting Platform Based on Cloud Computing},
  author={Xi’an Chen and Bo Chen and Xiaozi Cui and Lin Liu},
  journal={Advances in engineering research/Advances in Engineering Research},
  year={2015},
  doi={10.2991/asei-15.2015.282},
}

@article{bainer2015,
  title={Abstract PR09: Extracellular stiffness cues drive spatial reorganization of the genome to globally constrain RNA abundance},
  author={Russell Bainer and Yoshihiro Yui and Shannon M. Mumenthaler and Parag Mallick and Lin Liu and Hua‐Jun Wu and Ondřej Podlaha and Franziska Michor and Jan Liphardt and Jonathan D. Licht and Valerie M. Weaver},
  journal={Cancer Research},
  volume={75},
  number={22_Supplement_2},
  pages={PR09--PR09},
  year={2015},
  doi={10.1158/1538-7445.compsysbio-pr09},
}

@article{liu2016,
  title={Social Threats Modelling with i},
  author={Lin Liu and Eric Chen-hua Yu and Gul Jabeen},
  journal={iStar},
  pages={97--102},
  year={2016},
}

@article{wang2021,
  title={Hubble: An End to End Approach for Anomaly Detection in Network Traffic},
  author={Shiwei Wang and Haizhou Du and Lin Liu and Zhenyu Lin},
  volume={521},
  pages={516--521},
  year={2021},
  doi={10.1109/iciea51954.2021.9516307},
}

@article{miao2021,
  title={Sequential Search with Off-Policy Reinforcement Learning},
  author={Dadong Miao and Yanan Wang and Guoyu Tang and Lin Liu and Sulong Xu and Bo Long and Yun Xiao and Lingfei Wu and Yunjiang Jiang},
  pages={4006--4015},
  year={2021},
  doi={10.1145/3459637.3481954},
}

@article{liu2022,
  title={Compiler of Reed–Solomon Codec for 400-Gb/s IEEE 802.3bs Standard},
  author={Lin Liu and Lai Chi and Shi‐Yu Huang and Ka-Yi Yeh},
  journal={IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
  volume={42},
  number={8},
  pages={2776--2780},
  year={2022},
  doi={10.1109/tcad.2022.3232994},
}

@article{liu2024,
  title={Characteristics and prediction of urban interaction networks from the perspective of traffic flow and text information flow},
  author={Lin Liu and Yi Sun and Wanwu Li},
  journal={Environment and Planning B Urban Analytics and City Science},
  volume={52},
  number={2},
  pages={430--456},
  year={2024},
  doi={10.1177/23998083241259814},
}

@article{han2024,
  title={UltraNet: Unleashing the Power of Simplicity for Accurate Medical Image Segmentation},
  author={Ziyi Han and Yuanyuan Zhang and Lin Liu and Yulin Zhang},
  journal={Interdisciplinary Sciences Computational Life Sciences},
  volume={17},
  number={2},
  pages={375--389},
  year={2024},
  doi={10.1007/s12539-024-00682-3},
}

@article{bao2025,
  title={Genome-wide identification of novel alternative splicing events and related isoforms linked to cotton domestication and fiber domestication},
  author={Ying Bao and Xiaoyu Yin and Xiaolin Song and Lin Liu and Yujie Liu and Shuai Meng},
  journal={Gene},
  volume={963},
  pages={149601--149601},
  year={2025},
  doi={10.1016/j.gene.2025.149601},
}

@article{liu2016,
 title={Differential CTX-M Expression from a Conserved Promoter: Role of Promoter-Associated Spacer Sequences Downstream of the blaCTX-M Regulon},
 author={Lin Liu and Xiangyan Zhang and Siyuan Yang and Yao Zhai and Weijia Liu and Xiaorong Wang and Zhao Zhang and Zhancheng Gao},
 journal={Microbial Physiology},
 volume={26},
 number={4},
 pages={284--290},
 year={2016},
 doi={10.1159/000445950},
}

@article{xiao2018,
  title={Multi-server blind quantum computation over collective-noise channels},
  author={Min Xiao and Lin Liu and Xiuli Song},
  journal={Quantum Information Processing},
  volume={17},
  number={3},
  year={2018},
  doi={10.1007/s11128-018-1810-4},
}

@article{wang2021,
  title={Efficient Learning to Learn a Robust CTR Model for Web-scale Online Sponsored Search Advertising},
  author={Xin Wang and Peng Yang and Shaopeng Chen and Lin Liu and Zhao Lian and Jiacheng Guo and Mingming Sun and Ping Li},
  pages={4203--4213},
  year={2021},
  doi={10.1145/3459637.3481912},
}

@article{liu2015,
  title={A Study of Graduate Thesis Writing Course for English Undergraduates},
  author={Lin Liu},
  journal={Journal of Language Teaching and Research},
  volume={6},
  number={4},
  pages={836--836},
  year={2015},
  doi={10.17507/jltr.0604.17},
}

@inproceedings{wu2022,
  title={Global Update Guided Federated Learning},
  author={Qilong Wu and Lin Liu and Shibei Xue},
  booktitle={2022 41st Chinese Control Conference (CCC)},
  pages={2434--2439},
  year={2022},
  doi={10.23919/ccc55666.2022.9902315},
}

@article{xie2016,
  title={A Personalized Sensitive Label-Preserving Model and Algorithm Based on Utility in Social Network Data Publishing},
  author={Yuqin Xie and Mingchun Zheng and Lin Liu},
  journal={Lecture notes in computer science},
  pages={942--947},
  year={2016},
  doi={10.1007/978-3-319-31854-7_104},
}

@article{wang2019,
  title={RETRACTED ARTICLE: Human behaviour recognition and monitoring based on deep convolutional neural networks},
  author={Kechao Wang and Tiantian Wang and Lin Liu and Chengjun Yuan},
  journal={Behaviour and Information Technology},
  volume={40},
  number={9},
  pages={XXX--XLI},
  year={2019},
  doi={10.1080/0144929x.2019.1702101},
}

@article{adelaide2019,
  title={Data Mining},
  author={AusDM 2019 Adelaide and Thuc Duy Le and Kok‐Leong Ong and Yanchang Zhao and Warren H. Jin and Sebastien Wong and Lin Liu and Graham R. Williams},
  journal={Communications in computer and information science},
  year={2019},
  doi={10.1007/978-981-15-1699-3},
}

@inproceedings{liu2022,
  title={Construction Method and Application Prospect of Electrical Machine Digital Twin},
  author={Lin Liu and Youguang Guo and Gang Lei and Wenliang Yin and Xin Ba and Jianguo Zhu},
  booktitle={2022 25th International Conference on Electrical Machines and Systems (ICEMS)},
  pages={1--6},
  year={2022},
  doi={10.1109/icems56177.2022.9983289},
}

@article{zhang2023,
  title={Comb-Search and Hierarchical-Clustering Based Doppler-Shift Acquisition for Space Communications},
  author={Zhaowei Zhang and Lin Liu and Hui Liu and Zhenyu Wu and Xiaoye Shi and Su Pan},
  journal={IEEE Transactions on Vehicular Technology},
  volume={72},
  number={7},
  pages={9160--9174},
  year={2023},
  doi={10.1109/tvt.2023.3250960},
}

@article{zhang2023,
  title={Joint-Comb-Acquisition for High-Accelerating Doppler-Shift in Space Communications},
  author={Zhaowei Zhang and Lin Liu and Hui Liu and Jun Yin and Ruirui Chen and Su Pan},
  pages={523--528},
  year={2023},
  doi={10.1109/icc45041.2023.10278589},
}

@article{tang2018,
  title={A Regional Topic Model Using Hybrid Stochastic Variational Gibbs Sampling for Real-Time Video Mining},
  author={Lin Tang and Lin Liu and Jianhou Gan},
  journal={Algorithms},
  volume={11},
  number={7},
  pages={97--97},
  year={2018},
  doi={10.3390/a11070097},
}

@article{liu2019,
  title={A Label Distribution Topic Model for Multi-label Classification},
  author={Lin Liu and Lin Tang},
  pages={52--57},
  year={2019},
  doi={10.1145/3378065.3378076},
}

@article{wu2021,
  title={Research on Non-destructive test of porous ceramic insulation material for spacecraft based on Terahertz continuous wave imaging technology},
  author={Yonghong Wu and Yuekui Zhang and Zhu Jiang and YongYao Xu and Lin Liu and Yinxiao Miao},
  pages={485--489},
  year={2021},
  doi={10.1109/metroaerospace51421.2021.9511681},
}

@article{liu2021,
  title={Discovering Behavior Patterns of Solitary Elderly Based on Machine Learning},
  author={Lin Liu and Shenghui Zhao and Haibao Chen and Jinjun Liu},
  pages={1--2},
  year={2021},
  doi={10.1109/icce-tw52618.2021.9603021},
}

@article{zhang2022,
 title={Lepra yunlingensis and L. taiwanensis spp. nov. from China},
 author={Jiarong Zhang and Xiandong Xue and Lin Liu and Xuyun Qiu and Qiang Ren},
 journal={Mycotaxon},
 volume={136},
 number={4},
 pages={779--784},
 year={2022},
 doi={10.5248/136.779},
}

@article{li2022,
  title={Development and Test of Navigation System for Unmanned Carrier Platform in Greenhouse},
  author={Hao Li and Lin Liu and Jin Yuan and Yan Zhang and Kai Tao},
  journal={Lecture notes in electrical engineering},
  pages={611--619},
  year={2022},
  doi={10.1007/978-981-19-0572-8_78},
}

@inproceedings{liu2022,
  title={The spectral radius of the adjacency matrix of a complete binary tree as the number of nodes approaches infinity},
  author={Lin Liu},
  booktitle={2nd International Conference on Applied Mathematics, Modelling, and Intelligent Computing (CAMMIC 2022)},
  pages={112--112},
  year={2022},
  doi={10.1117/12.2638932},
}

@article{liu2023,
  title={Enhanced MABAC method for Pythagorean 2-tuple linguistic MAGDM and their applications to quality evaluation of construction project},
  author={Lin Liu},
  journal={Journal of Intelligent & Fuzzy Systems},
  volume={45},
  number={1},
  pages={593--602},
  year={2023},
  doi={10.3233/jifs-230963},
}

@article{liu2024,
  title={Distributed deadband event-triggered observer-based containment control for unmanned surface vehicles with channel fading},
  author={Lin Liu and Yong Hao and Yueming Li and Bing Huang},
  journal={Journal of Vibration and Control},
  volume={31},
  number={19-20},
  pages={4360--4374},
  year={2024},
  doi={10.1177/10775463241280382},
}

@article{miao2024,
  title={Coordinate-aware thermal infrared tracking via natural language modeling},
  author={Yan Miao and Ping Zhang and Haofei Zhang and Ruqian Hao and Juanxiu Liu and Xiaoyang Wang and Lin Liu and Lin Liu},
  journal={Expert Systems with Applications},
  volume={267},
  pages={126012--126012},
  year={2024},
  doi={10.1016/j.eswa.2024.126012},
}

@article{wang2025,
 title={Distinct but Redundant Roles of <scp>ER</scp> Cargo Receptors p24 and Erv29 in Facilitating Proper Secretion of Cellulases in <scp>Trichoderma reesei</scp>},
 author={Zhixing Wang and Lin Liu and Yi Pu and Fang Yu and Wenhao Lv and Weifeng Liu},
 journal={Molecular Microbiology},
 volume={123},
 number={4},
 pages={344--361},
 year={2025},
 doi={10.1111/mmi.15343},
}

@article{liu2025,
  title={Genome-Wide Identification of the bHLH Gene Family in Magnolia sieboldii and Response of MsPIFs to Different Light Qualities},
  author={Lin Liu and Xin Xu and Xiaohuan Yang and Hanzhang Liu and Lingyi Xu and Wanfeng Ai and Xiujun Lu},
  journal={International Journal of Molecular Sciences},
  volume={26},
  number={7},
  pages={3152--3152},
  year={2025},
  doi={10.3390/ijms26073152},
}

@article{liu2018,
  title={A Survey of Statistical Topic Model for Multi-Label Classification},
  author={Lin Liu and Lin Tang},
  pages={1--5},
  year={2018},
  doi={10.1109/geoinformatics.2018.8557113},
}

@article{chiang2015,
  title={Design of a CMOS Calibrated Monolithic Illumination Meter for Monitoring Solar Radiation of Tomato Crops},
  author={Cheng‐Ta Chiang and Jianxiang Lin and Lin Liu},
  journal={IEEE Sensors Journal},
  volume={15},
  number={9},
  pages={5285--5290},
  year={2015},
  doi={10.1109/jsen.2015.2439676},
}

@article{liu2017,
  title={Total Quality Management of the Product Life Cycle in an IoT Environment},
  author={Xinbao Liu and Jun Pei and Lin Liu and Hao Cheng and Mi Zhou and Pãnos M. Pardalos},
  journal={Springer optimization and its applications},
  pages={163--208},
  year={2017},
  doi={10.1007/978-3-319-64568-1_6},
}

@article{wang2020,
  title={Conceptual design driven digital twin configuration},
  author={Yuchen Wang and Lin Liu and Ang Liu},
  journal={Elsevier eBooks},
  pages={67--107},
  year={2020},
  doi={10.1016/b978-0-12-818918-4.00003-8},
}

@article{liu2021,
  title={Tennis Assistant Referee System based on Intelligent Sensor Network and Data Understanding},
  author={Lin Liu},
  year={2021},
  doi={10.1109/iccmc51019.2021.9418019},
}

@article{liu2021,
  title={Adaptive estimation of nonparametric functionals},
  author={Lin Liu and Rajarshi Mukherjee and James M. Robins and Eric Tchetgen Tchetgen},
  journal={Journal of Machine Learning Research},
  volume={22},
  number={99},
  pages={1--66},
  year={2021},
}

@inproceedings{wang2021,
  title={Short-term Load Forecasting Based on Kprototypes Clustering and Random Forest},
  author={Chao Wang and Jingyu Zhang and Tian Liang and Lei Xue and Yu‐Ming Zheng and Lin Liu},
  booktitle={2021 IEEE 5th Conference on Energy Internet and Energy System Integration (EI2)},
  volume={53},
  pages={1226--1230},
  year={2021},
  doi={10.1109/ei252483.2021.9712977},
}

@article{liu2019,
  title={Accelerating behaviour of the driver and acceleration characteristics of the dangerous event},
  author={Rui Liu and Xichan Zhu and Lin Liu and Biao Wu},
  journal={International Journal of Vehicle Safety},
  volume={11},
  number={2},
  pages={179--179},
  year={2019},
  doi={10.1504/ijvs.2019.101859},
}

@article{he2016,
  title={A Conflict Prevention Scheduling Strategy for Shared-State Scheduling in Large Scale Cluster},
  author={Libo He and Zhenping Qiang and Lin Liu and Wei Zhou and Shaowen Yao},
  journal={Lecture notes in computer science},
  pages={240--250},
  year={2016},
  doi={10.1007/978-3-319-48671-0_22},
}

@article{yang2016,
  title={Interference Modeling and Analysis in Heterogeneous Small-Cell Networks},
  author={Chao Yang and Heng Liu and Lin Liu},
  volume={25},
  pages={294--298},
  year={2016},
  doi={10.1109/pdcat.2016.069},
}

@article{wang2016,
  title={Stochastic Geometry Interference Model for 5G Heterogeneous Network},
  author={Cuili Wang and Chao Yang and Lin Liu and Ping Wang and Heng Liu},
  volume={32},
  pages={286--289},
  year={2016},
  doi={10.1109/pdcat.2016.067},
}

@article{lintang2017,
  title={Using Multi-Modal Topic Modeling in National Culture Resources: Methods and Applications},
  author={LinTang and Lin Liu and Jianhou Gan},
  volume={3},
  pages={298--301},
  year={2017},
  doi={10.1109/ihmsc.2017.179},
}

@article{liu2017,
  title={Information Sharing and Risk Management},
  author={Xinbao Liu and Jun Pei and Lin Liu and Hao Cheng and Mi Zhou and Pãnos M. Pardalos},
  journal={Springer optimization and its applications},
  pages={1--33},
  year={2017},
  doi={10.1007/978-3-319-64568-1_1},
}

@article{tang2017,
  title={An Overview of Label Space Dimension Reduction for Multi-Label Classification},
  author={Lin Tang and Lin Liu and Jianhou Gan},
  pages={1--6},
  year={2017},
  doi={10.1145/3144789.3144807},
}

@article{yasin2017,
  title={Designing the Next Mobile App Recommender System for the Globe},
  author={Affan Yasin and Lin Liu and Rubia Fatima and Wang Jianmin},
  volume={6},
  pages={491--500},
  year={2017},
  doi={10.1109/ispan-fcst-iscc.2017.44},
}

@article{liu2018,
  title={Definition and Framework Study for Aggregator of PEVs as Controllable Load in V2G Technology},
  author={Lin Liu and Jun Zhang},
  volume={2},
  pages={24--28},
  year={2018},
  doi={10.1109/icei.2018.00012},
}

@article{wang2019,
  title={GRAMI-Based Multi-target Delay Monitoring Node Selection Algorithm in SDN},
  author={Zhiqi Wang and Jiantao Zhou and Lin Liu},
  journal={Lecture notes in computer science},
  pages={650--661},
  year={2019},
  doi={10.1007/978-3-030-30952-7_66},
}

@article{bai2019,
  title={NCR-KG: news community recommendation with knowledge graph},
  author={Liting Bai and Lin Liu and Shengli Song and Yueshen Xu},
  journal={CCF Transactions on Pervasive Computing and Interaction},
  volume={1},
  number={4},
  pages={250--259},
  year={2019},
  doi={10.1007/s42486-019-00020-3},
}

@article{jin2019,
  title={Limiting the Neighborhood: De-Small-World Network for Outbreak Prevention},
  author={Ruoming Jin and Yelong Sheng and Lin Liu and Xuewen Chen and NhatHai Phan},
  journal={Lecture notes in computer science},
  pages={229--245},
  year={2019},
  doi={10.1007/978-3-030-34980-6_27},
}

@article{ye2019,
  title={The Impact of Network Degree Correlation on Parrondo’s Paradox},
  author={Ye Ye and Xiao-Rong Hang and Lin Liu and Lu Wang and Nenggang Xie},
  journal={Studies in computational intelligence},
  pages={483--494},
  year={2019},
  doi={10.1007/978-3-030-36687-2_40},
}

@article{man2020,
  title={Fuzzy sets for data mining and recommendation algorithms},
  author={Na Man and Kechao Wang and Lin Liu},
  journal={Journal of Intelligent & Fuzzy Systems},
  volume={38},
  number={4},
  pages={3737--3745},
  year={2020},
  doi={10.3233/jifs-179596},
}

@article{wang2020,
  title={Data Mining in Programs},
  author={Tiantian Wang and Kechao Wang and Xiaohong Su and Lin Liu},
  journal={International Journal of Data Warehousing and Mining},
  volume={16},
  number={2},
  pages={48--63},
  year={2020},
  doi={10.4018/ijdwm.2020040104},
}

@article{xin2015,
  title={Dynamical Substitutes of Equilibrium Points of Asteroids Under Solar Radiation Pressure},
  author={Xiaosheng Xin and Xiyun Hou and Lin Liu},
  journal={IAUGA},
  volume={29},
  pages={2255970},
  year={2015},
}

@article{jian2020,
  title={Coherent Tunneling by Nonadiabatic Passage in a Three-Waveguide Coupler},
  author={Shi Jian and Rui-Qiong Ma and Lin Liu},
  journal={Journal of the Physical Society of Japan},
  volume={89},
  number={6},
  pages={064006--064006},
  year={2020},
  doi={10.7566/jpsj.89.064006},
}

@article{xie2020,
  title={Comb-calibrated Frequency-modulated Continuous-wave Lidar},
  author={Yang Xie and Tieli Zhang and Zongjun Wang and Lin Liu and Hao Liu and Xiaoqiang Gao and Meng Ge and Fumin Zhang},
  pages={372--376},
  year={2020},
  doi={10.1109/metroaerospace48742.2020.9160234},
}

@article{bai2021,
  title={Dynamic fragments awareness based virtual network mapping strategy of elastic optical networks},
  author={Huifeng Bai and Wenbin Chen and Lin Liu and Jie Zhang and Guangxi Ye},
  journal={Optoelectronics Letters},
  volume={17},
  number={7},
  pages={427--431},
  year={2021},
  doi={10.1007/s11801-021-0134-2},
}

@article{xu2021,
  title={Graphical programming modeling optimization design based on cognitive development theory},
  author={Mengmeng Xu and Lin Liu and Zhiyuan Shao},
  volume={5},
  pages={610--615},
  year={2021},
  doi={10.1109/icaie53562.2021.00135},
}

@inproceedings{liu2021,
  title={Dynamic Reliability Based Multicast Routing Scheme of Power Line Communication Networks},
  author={Lin Liu and Xiaoguang. Yin and Yusi. Wang and Quanchun Liu},
  booktitle={2021 7th International Conference on Computer and Communications (ICCC)},
  year={2021},
  doi={10.1109/iccc54389.2021.9674329},
}

@article{wang2022,
  title={Experimental Study and Numerical Simulation for Temperature Distribution of Tropical Concrete with External Self-Limiting Temperature},
  author={Yingna Wang and Lin Liu and Jialun Zhang and Lixin Li},
  journal={Lecture notes in civil engineering},
  pages={244--254},
  year={2022},
  doi={10.1007/978-3-030-94514-5_26},
}

@inproceedings{liu2021,
  title={Evaluation of the Development Maturity of Emerging Industry of Energy Internet Based on Entropy Weight Matter-Element Model},
  author={Lin Liu and Chunming Wang and Wei Cui and Xi Kang},
  booktitle={2021 11th International Conference on Power and Energy Systems (ICPES)},
  pages={850--855},
  year={2021},
  doi={10.1109/icpes53652.2021.9683903},
}

@article{fang2022,
 title={Novel mutation in the SALL1 gene in a four-generation Chinese family with uraemia: A case report},
 author={Jia-Xi Fang and Jin-Shi Zhang and Minmin Wang and Lin Liu},
 journal={World Journal of Clinical Cases},
 volume={10},
 number={20},
 pages={7068--7075},
 year={2022},
 doi={10.12998/wjcc.v10.i20.7068},
}

@article{liu2022,
  title={Usability Evaluation and Redesign of an Integrated Chair},
  author={Lin Liu and Sijia Cheng and Haoran Li and Marcelo M. Soares and Meng Li},
  journal={Lecture notes in computer science},
  pages={428--446},
  year={2022},
  doi={10.1007/978-3-031-05897-4_30},
}

@article{liu2022,
  title={The Role of Educational Informatization in the Modernization Development of the Higher Education},
  author={Lin Liu and Wenyan Jiao},
  journal={Asian Journal of Education and Social Studies},
  pages={10--17},
  year={2022},
  doi={10.9734/ajess/2022/v35i4762},
}

@inproceedings{dai2022,
  title={Research on Equivalent Modeling of Wind Farm Based on Error Correction Method},
  author={Jianfeng Dai and Cangbi Ding and Lin Liu},
  booktitle={2022 International Conference on Cyber-Physical Social Intelligence (ICCSI)},
  pages={472--477},
  year={2022},
  doi={10.1109/iccsi55536.2022.9970684},
}

@article{liu2022,
  title={Q-Learning Algorithm Enabled Topology Control Scheme in Power Line Communication Networks},
  author={Lin Liu and Libin Zheng and Yusi Wang},
  pages={2229--2232},
  year={2022},
  doi={10.1109/spies55999.2022.10082615},
}

@article{liu2023,
  title={The application of style transfer algorithms in the graphic design of Yunnan tea carvings},
  author={Lin Liu and Hanlong Xia},
  volume={36},
  pages={204--208},
  year={2023},
  doi={10.1109/icid60307.2023.10396812},
}

@article{hoang2015,
  title={Transcriptome analysis of small RNA expression in newborn mouse lenses},
  author={Thanh Hoang and Lin Liu and Kai Wang and Chun Liang and Michael L. Robinson},
  journal={Investigative Ophthalmology & Visual Science},
  volume={56},
  number={7},
  pages={2641--2641},
  year={2015},
}

@article{hua2022,
  title={Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning},
  author={Wei, Hua and Jingxiao Chen and Xiyang Ji and Hongyang Qin and Minwen Deng and Siqin Li and Liang Wang and Weinan Zhang and Yong Yu and Lin Liu and Lanxiao Huang and Deheng Ye and Qiang Fu and Wei Yang},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2209.08483},
}

@article{xu2022,
  title={DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning},
  author={Siqi Xu and Lin Liu and Zhonghua Liu},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2210.04389},
}

@article{zhang2023,
  title={PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine},
  author={Chenrui Zhang and Lin Liu and Jinpeng Wang and Chuyuan Wang and Xiao Sun and Hongyu Wang and Mingchen Cai},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2308.12033},
}

@article{liu2022,
  title={Low-Light Video Enhancement with Synthetic Event Guidance},
  author={Lin Liu and Junfeng An and Jianzhuang Liu and Shanxin Yuan and Xiangyu Chen and Wengang Zhou and Houqiang Li and Yanfeng Wang and Qi Tian},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2208.11014},
}

@article{anastassiou2024,
  title={Seed-TTS: A Family of High-Quality Versatile Speech Generation Models},
  author={Philip Anastassiou and Jiawei Chen and Jitong Chen and Yuanzhe Chen and Zhuo Chen and Ziyi Chen and Jian Cong and Linya Deng and Chuang Ding and Lu Gao and Mingqing Gong and Peisong Huang and Qingqing Huang and Zhiying Huang and Yuanyuan Huo and Dongya Jia and Chu-Min Li and Feiya Li and Hui Li and Jiaxin Li and Xiaoyang Li and Xingxing Li and Lin Liu and Shouda Liu and Sichao Liu and Xudong Liu and Yuchen Liu and Zhengxi Liu and Lu Lü and Junjie Pan and Xin Wang and Yu‐Ping Wang and Yuxuan Wang and Zhen Wei and Jian Wu and Chao Yao and Yifeng Yang and Yuanhao Yi and Junteng Zhang and Qidi Zhang and Shuo Zhang and Wenjie Zhang and Yang Zhang and Zilin Zhao and Dejian Zhong and Xiaobin Zhuang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2406.02430},
}

@article{liu2022,
  title={TAPE: Task-Agnostic Prior Embedding for Image Restoration},
  author={Lin Liu and Lingxi Xie and Xiaopeng Zhang and Shanxin Yuan and Xiangyu Chen and Wengang Zhou and Houqiang Li and Qi Tian},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2203.06074},
}

@article{pei2022,
  title={Requirements Engineering for Machine Learning: A Review and Reflection},
  author={Zhongyi Pei and Lin Liu and Wang Chen and Jianmin Wang},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2210.00859},
}

@article{liu2023,
  title={Exploring Effective Mask Sampling Modeling for Neural Image Compression},
  author={Lin Liu and Mingming Zhao and Shanxin Yuan and Wenlong Lyu and Wengang Zhou and Houqiang Li and Yanfeng Wang and Qi Tian},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2306.05704},
}

@article{liu2019,
  title={On assumption-free tests and confidence intervals for causal effects estimated by machine learning.},
  author={Lin Liu and Rajarshi Mukherjee and James M. Robins},
  journal={arXiv (Cornell University)},
  year={2019},
}

@article{shu2019,
  title={A Deep-learning-based Joint Inference for Secure Spatial Modulation Receiver},
  author={Feng Shu and Lin Liu and Yumeng Zhang and Guiyang Xia and Xiaoyu Liu and Jun Li and Shi Jin and Jiangzhou Wang},
  journal={arXiv (Cornell University)},
  year={2019},
  doi={10.48550/arxiv.1907.02215},
}

@article{liu2023,
  title={Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators},
  author={Lin Liu and Rajarshi Mukherjee and James M. Robins},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2306.10590},
}

@article{fan2024,
  title={Multimodal Information Interaction for Medical Image Segmentation},
  author={Xinxin Fan and Lin Liu and Haoran Zhang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2404.16371},
}

@article{liu2020,
  title={Receive Antenna Selection for Secure Pre-coding Aided Spatial Modulation},
  author={Lin Liu and Guiyang Xia and Jun Zou and Weibin Zhang and Feng Shu and Jiangzhou Wang},
  journal={arXiv (Cornell University)},
  year={2020},
  doi={10.48550/arxiv.2001.08612},
}

@article{shu2021,
  title={Spatial Modulation: an Attractive Secure Solution to Future Wireless Network},
  author={Feng Shu and Lin Liu and Lili Yang and Xinyi Jiang and Guiyang Xia and Yuanyuan Wu and Xianpeng Wang and Shi Jin and Jiangzhou Wang and Xiaohu You},
  journal={arXiv (Cornell University)},
  year={2021},
  doi={10.48550/arxiv.2103.04051},
}

@article{zhang2023,
  title={Profiling and bioinformatics analysis of differentially expressed circRNAs in endometrium of patients with recurrent implantation failure},
  author={Lili Zhang and Tian Yu and Wenxin Gao and Shengyan Mi and Ying Cao and Siming Liu and Xiaoye Yuan and Yuping Xie and Xiaoling Ma and Jinglong Wang and Lin Liu},
  journal={Research Square},
  year={2023},
  doi={10.21203/rs.3.rs-3237455/v1},
}

@inproceedings{ren2015,
  title={The L_infinity constrained global optimal histogram equalization technique for real time imaging},
  author={Qiongwei Ren and Yi Niu and Lin Liu and Yang Jiao and Guangming Shi},
  booktitle={Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE},
  volume={9622},
  pages={962206--962206},
  year={2015},
  doi={10.1117/12.2193251},
}

@article{liu2015,
  title={Design of Online Training System for Power Enterprise},
  author={Lin Liu and Chen Xian and Bo Chen and Xiaozi Cui},
  journal={Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research},
  year={2015},
  doi={10.2991/icemct-15.2015.373},
}

@article{liu2015,
  title={A New Method for Outlier Detection on Time Series Data},
  author={Lin Liu},
  journal={Summit (Simon Fraser University)},
  year={2015},
}

@article{liu2015,
  title={Comprehensive evaluation of smart grid technology based on TRLs},
  author={Lin Liu and Han Huang and Wenjin Qi and Qiming Zhao and Xiaojun Li and Hongjie Jia and Yuan Zeng and Yanli Liu},
  volume={32},
  pages={363--368},
  year={2015},
  doi={10.1109/drpt.2015.7432258},
}

@article{yu2015,
  title={Design and realization of an automatic distribution system for the field pipeline connector},
  author={Zhixin Yu and Lin Liu and San-Hui He and Shao-song Li},
  pages={233--240},
  year={2015},
  doi={10.1142/9789814730518_0029},
}

@article{li2016,
  title={Desiree: a Refinement Calculus for Requirements Problems},
  author={Feng-Lin Li and Alexander Borgida and Giancarlo Guizzardi and Jennifer Horkoff and Lin Liu and John Mylopoulos},
  journal={arXiv (Cornell University)},
  year={2016},
  doi={10.48550/arxiv.1605.02263},
}

@article{yao2015,
  title={Information technology security patent application analysis in China},
  author={Yuangang Yao and Xiaoyu Ma and Xianghui Zhao and Runpu Wu and Lin Liu and Yanzhao Liu},
  pages={117--121},
  year={2015},
  doi={10.1201/b18284-26},
}

@article{zhao2015,
  title={Research of the measure method of identity trustworthiness based on software code homology detection},
  author={Xianghui Zhao and Hui Liu and Mingguo Zou and Lin Liu and Lei Zhang and Yafang Huang},
  pages={317--322},
  year={2015},
  doi={10.1201/b18284-64},
}

@article{zhao2015,
  title={Research of message queues stream processing method based on cloud services},
  author={Xianghui Zhao and Lin Liu and Yuangang Yao and Lei Zhang and Juan Li},
  pages={385--388},
  year={2015},
  doi={10.1201/b18284-76},
}

@article{liu2016,
  title={Information Propagation Model for Social Network Based on Information Characteristic and Social Status},
  author={Lin Liu and Mingchun Zheng and Yuqin Xie},
  journal={Lecture notes in computer science},
  pages={702--707},
  year={2016},
  doi={10.1007/978-3-319-31854-7_66},
}

@article{liu2015,
  title={A discriminative random sampling strategy with individual-author feature selection for writeprint recognition of Chinese texts},
  author={Zhi Liu and Sannyuya Liu and Lin Liu and Meng Wang and Jianwen Sun and Xian Peng},
  journal={International Journal of Computers and Applications},
  volume={37},
  number={3-4},
  pages={94--101},
  year={2015},
  doi={10.1080/1206212x.2016.1160643},
}

@article{liu2015,
  title={A Creative Lifecycle Model for Internetware Based Software Development},
  author={Lin Liu and Jianmin Wang and Xiaojun Ye and Hongji Yang},
  pages={124--131},
  year={2015},
  doi={10.1145/2875913.2875920},
}

@article{guo2016,
  title={Experimental study of the vortex phase induced-change of the polarization structure of a radially polarized beam},
  author={Lina Guo and Fei Wang and Xianlong Liu and Lin Liu and Yangjian Cai},
  pages={JW4A.72--JW4A.72},
  year={2016},
  doi={10.1364/fio.2016.jw4a.72},
}

@article{mapelli2016,
  title={The ELRA License Wizard},
  author={Valérie Mapelli and Vladimir Popescu and Lin Liu and Meritxell Fernández Barrera and Khalid Choukri},
  pages={4535--4538},
  year={2016},
  doi={10.63317/4vakkdojma7i},
}

@article{li2016,
  title={Similarity-based Reasoning with Quality Goals.},
  author={Feng-Lin Li and Lin Liu and John Mylopoulos},
  journal={iStar},
  pages={13--18},
  year={2016},
}

@article{popescu2016,
  title={New Developments in the LRE Map},
  author={Vladimir Popescu and Lin Liu and Riccardo Del Gratta and Khalid Choukri and Nicoletta Calzolari},
  pages={4526--4530},
  year={2016},
  doi={10.63317/227rchp7dkt5},
}

@article{liu2017,
  title={Evaluating and Improving SIP Non-INVITE Transaction to Alleviate the Losing Race Problem},
  author={Junxian Liu and Lin Liu and Тао Чен},
  journal={Lecture notes in computer science},
  pages={57--77},
  year={2017},
  doi={10.1007/978-3-319-57861-3_5},
}

@article{liu2017,
  title={From i* to iStar 2.0: An Evolving Social Modelling Language.},
  author={Lin Liu},
  journal={iStar},
  pages={91--96},
  year={2017},
}

@article{ou2017,
  title={Dynamic Resource Allocation Based on Q-learning for VNE in Fiber-Wireless (FiWi) Access Network},
  author={Qinghai Ou and Honghao Zhao and Yuepian Ye and Xiaohui Yu and Zhu Liu and Xiao Liao and Lin Liu},
  pages={116--120},
  year={2017},
  doi={10.1145/3121360.3121381},
}

@article{zhu2017,
  title={Comparison on Cultivating Modes of Hotel Management Majors in Chinese and Foreign Universities},
  author={Zhengjie Zhu and Lin Liu},
  year={2017},
  doi={10.2991/icsshe-17.2017.90},
}

@inproceedings{liu2018,
  title={Comprehensive evaluation of global energy interconnection development index},
  author={Lin Liu and Yi Zhang},
  booktitle={AIP conference proceedings},
  volume={1946},
  pages={020013--020013},
  year={2018},
  doi={10.1063/1.5030317},
}

@inproceedings{jing2017,
  title={Research on communication protocol supporting large scale load group control},
  author={Dongsheng Jing and Jinsong Xue and Fang Wang and Lin Liu and Bing Qi and Bin Li},
  booktitle={2017 2nd International Conference on Power and Renewable Energy (ICPRE)},
  volume={11},
  pages={559--563},
  year={2017},
  doi={10.1109/icpre.2017.8390597},
}

@article{xie2018,
  title={Influence of hardcopy types on extraction quality of holographic watermark},
  author={Yong Xie and Lin Liu and Kaili Wang},
  volume={19},
  pages={3286--3290},
  year={2018},
  doi={10.1109/ccdc.2018.8407691},
}

@article{song2018,
  title={Research on Smart Grid Comprehensive Development Level Based on the Improved Cloud Matter Element Analysis Method},
  author={Chengze Song and Junyong Wu and Meiyang Shao and Liangliang Hao and Lin Liu},
  journal={Communications in computer and information science},
  pages={225--235},
  year={2018},
  doi={10.1007/978-981-13-2381-2_21},
}

@article{chen2018,
  title={The Application of Cluster Analysis Method in Case-Based Reasoning System},
  author={Juan Chen and Wen Dong and Ying Yang and Lin Liu},
  pages={1--4},
  year={2018},
  doi={10.1109/geoinformatics.2018.8557203},
}

@article{liu2019,
  title={Efficient estimation of optimal regimes under a no direct effect assumption},
  author={Lin Liu and Zach Shahn and James M. Robins and Andrea Rotnitzky},
  journal={arXiv (Cornell University)},
  year={2019},
  doi={10.48550/arxiv.1908.10448},
}

@article{tang2019,
  title={Multi-Label Topic Model Conditioned on Label Embedding},
  author={Lin Tang and Lin Liu and Jianhou Gan},
  pages={305--309},
  year={2019},
  doi={10.1109/csei47661.2019.8938881},
}

@article{liu2018,
  title={Trauma and Recovery in Wide Sargasso Sea},
  author={Lin Liu},
  year={2018},
  doi={10.25236/icmbmm.2018.05},
}

@article{jiao2017,
  title={Analyze on root cause analysis in reducing the turnover rate of nurse staff from a grade IIIA hospital in Chongqing},
  author={Huiqin Jiao and Lin Liu},
  journal={Chin J Lung Dis(Electronic Edition)},
  volume={10},
  number={4},
  pages={503--505},
  year={2017},
  doi={10.3877/cma.j.issn.1674-6902.2017.04.037},
}

@article{liu2016,
  title={Effects of nursing humanistic teaching experiment on humanistic education in nursing students: a qualitative research},
  author={Lin Liu},
  journal={Zhonghua xiandai huli zazhi},
  volume={22},
  number={14},
  pages={2042--2045},
  year={2016},
  doi={10.3760/cma.j.issn.1674-2907.2016.14.032},
}

@article{hou2018,
  title={On the Spin-Orbit-Spin Coupling in the Binary Asteroid Systems},
  author={Xiyun Hou and Jingshi Tang and Lin Liu and Jinglang Feng},
  journal={42nd COSPAR Scientific Assembly},
  volume={42},
  year={2018},
}

@article{sun2020,
  title={Clinically Relevant Mediation Analysis using Controlled Indirect Effect},
  author={Haoqi Sun and Michael J. Leone and Lin Liu and Shabani S. Mukerji and Gregory K. Robbins and M. Brandon Westover},
  journal={arXiv (Cornell University)},
  year={2020},
  doi={10.48550/arxiv.2006.11689},
}

@article{liu2020,
  title={Correlation Analysis between College Entrance Examination Mathematics Achievement and Higher Mathematics Achievement},
  author={Lin Liu},
  journal={Scholars Journal of Physics Mathematics and Statistics},
  volume={07},
  number={04},
  pages={46--50},
  year={2020},
  doi={10.36347/sjpms.2020.v07i04.002},
}

@article{liu2020,
  title={Research on the Computational Model of Problem-Based Tutoring},
  author={Yan Liu and Qiang Peng and Lin Liu},
  journal={Advances in intelligent systems and computing},
  pages={447--459},
  year={2020},
  doi={10.1007/978-981-15-3753-0_44},
}

@article{liu2020,
  title={Uncertainty, Cooperation and U.S.–China Relations:A Survey Experiment on Conflictual Possibilities between Great Powers},
  author={Lin Liu and Yi Yang},
  journal={Korean Journal of Defense Analysis},
  volume={32},
  number={2},
  pages={185--206},
  year={2020},
}

@article{hou2016,
  title={Another Option for the Asteroid Sample of the Asteroid Redirect Mission},
  author={Xiyun Hou and Jingshi Tang and Lin Liu and Xiaosheng Xin},
  journal={41st COSPAR Scientific Assembly},
  volume={41},
  year={2016},
}

@inproceedings{wang2021,
  title={Risk Identification and Assessment of Emerging Platform},
  author={Chunming Wang and Lin Liu and Xingtong Chen},
  booktitle={Proceedings of the 6th Annual International Conference on Social Science and Contemporary Humanity Development (SSCHD 2020)},
  year={2021},
  doi={10.2991/assehr.k.210121.113},
}

@article{tang2016,
  title={Long-term evolution of the inclined geosynchronous orbit in Beidou Navigation Satellite System},
  author={Jingshi Tang and Xiyun Hou and Lin Liu},
  volume={41},
  year={2016},
}

@article{zhang2021,
  title={Edge computing enabled services identification algorithm of elastic optical networks},
  author={Jie Zhang and Chao Huo and Huifeng Bai and Lin Liu},
  journal={International Journal of Wireless and Mobile Computing},
  volume={20},
  number={2},
  pages={146--146},
  year={2021},
  doi={10.1504/ijwmc.2021.10036863},
}

@article{liu2021,
  title={Spin current from chiral magnons in artificial ferrimagnet},
  author={Yahui Liu and Zhengmeng Xu and Lin Liu and Kai Zhang and Yang Meng and Yuanwei Sun and Peng Gao and Hong‐Wu Zhao and Jin Wen Li},
  journal={arXiv (Cornell University)},
  year={2021},
}

@article{li2021,
 title={The transmission mode of Legionella from water},
 author={Jun Li and Lin Liu and Jiayong Zhang and Hanyi Li and Kunquan Li and Zhihua Dou and Xuebin Li and Tao Tao},
 journal={Environmental Technology},
 volume={43},
 number={20},
 pages={3075--3083},
 year={2021},
 doi={10.1080/09593330.2021.1916086},
}

@article{he2020,
  title={A dose-dependent association of total cholesterol with all-cause and specific mortality: results from the National Health and Nutrition Examination Survey},
  author={Guodong He and Xiaocong Liu and Lin Liu and Yu‐Ling Yu and Chaolei Chen and Jiayi Huang and Kenneth Lo and Yuqing Huang and Yingqing Feng},
  journal={Research Square},
  year={2020},
  doi={10.21203/rs.3.rs-78699/v1},
}

@article{ma2021,
  title={High-fidelity resonant tunneling passage in three-waveguide system},
  author={Rui-Qiong Ma and Jian Shi and Lin Liu and Meng Liang and Zuoliang Duan and Wei Gao and Jun Dong},
  journal={Chinese Physics B},
  volume={31},
  number={2},
  pages={024202--024202},
  year={2021},
  doi={10.1088/1674-1056/ac0cd4},
}

@article{pedreira2021,
  title={Interactive Analytic DBMSs: Breaching the Scalability Wall},
  author={Pedro Pedreira and Amit Kumar Dutta and Sergey Pershin and Lin Liu and Sushant Shringarpure and Jialiang Tan and Brian D. Landers and Ge Gao and Karen S. Pieper},
  pages={432--443},
  year={2021},
  doi={10.1109/icde51399.2021.00044},
}

@article{liu2021,
  title={Switching magnon chirality in artificial antiferromagnet},
  author={Yahui Liu and Zhengmeng Xu and Lin Liu and Kai Zhang and Yang Meng and Yuanwei Sun and Peng Gao and Hong‐Wu Zhao and Qian Niu and J. Li},
  journal={arXiv (Cornell University)},
  year={2021},
  doi={10.48550/arxiv.2103.14483},
}

@article{wang2021,
  title={A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification},
  author={Hui Wang and Lin Liu and Yan Song and Lei Fang and Ian McLoughlin and Li-Rong Dai},
  pages={1499--1503},
  year={2021},
  doi={10.21437/interspeech.2021-776},
}

@article{sue2021,
  title={A Dual Center Validation of a Manufacturing Database},
  author={Jessica Sue and Lin Liu and Andrew Deeming and Roslyn Avard and S Ribeiro Livia de and Denise Tsoutras and Fiona Pratt and Kap‐Hyoun Ko and Sandra Massa and Ngaire Elwood and Guy Klamer},
  journal={Stem Cells Translational Medicine},
  volume={10},
  number={S1},
  pages={S16--S16},
  year={2021},
  doi={10.1002/sct3.13011},
}

@article{zhang2021,
  title={The Feedback From Students on Offline Teaching, Online Teaching, and Blended Teaching of the "Contact Lenses" Course in Tianjin, China},
  author={Hongmei Zhang and Ying Zhu and Lin Liu and Wei-Ping Lin and Tianpu Gu and Han Lin and Yi Pang and Ruihua Wei},
  journal={Research Square},
  year={2021},
  doi={10.21203/rs.3.rs-965379/v1},
}

@article{yu2021,
  title={Heuristic Approaches With Reinforced Parameter Tuning for the Car Sequencing Problems With Block Batches},
  author={Yingjie Yu and Xiaochun Lu and Tao Zhao and Minjiao Cheng and Lin Liu and Wenchao Wei},
  journal={Research Square},
  year={2021},
  doi={10.21203/rs.3.rs-1018265/v1},
}

@article{mao2021,
  title={Practice of Blended Teaching Mode Based on Case Analysis and Flipped Classroom in Analytical Chemistry Laboratory Teaching},
  author={Quan-Xing Mao and Yuyang Zhang and Zhenning Lou and Yuejiao Wang and Xu Xu and Lin Liu},
  journal={University Chemistry},
  volume={0},
  number={0},
  pages={2111001--0},
  year={2021},
  doi={10.3866/pku.dxhx202111001},
}

@article{li2022,
  title={Kinetic analysis of viable but nonculturable Legionella inactivation using ozone},
  author={Jun Li and Lin Liu and Jiayong Zhang and Hanyi Li and Kunquan Li and Zhihua Dou and Bin Li and Tao Tao},
  year={2022},
  doi={10.22541/au.164865001.18288022/v1},
}

@article{jiang2018,
  title={untitled protocol v1},
  author={Jiewei Jiang and Xiyang Liu and Lin Liu},
  year={2018},
  doi={10.17504/protocols.io.qfpdtmn},
}

@article{liu2018,
  title={Uncertain Graph Data Management},
  author={Lin Liu and Victor E. Lee and Ruoming Jin},
  journal={Encyclopedia of Database Systems},
  pages={4307--4314},
  year={2018},
  doi={10.1007/978-1-4614-8265-9_80761},
}

@inproceedings{le2022,
  title={The KDD 2022 Workshop on Causal Discovery (CD2022)},
  author={Thuc Duy Le and Lin Liu and Emre Kıcıman and Sofia Triantafyllou and Huan Liu},
  booktitle={Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={4884--4885},
  year={2022},
  doi={10.1145/3534678.3542890},
}

@article{zhang2022,
  title={Experiment on Repetition Rate Locking of a Fiber Optical Frequency Comb},
  author={Zhitao Zhang and Yajun Liang and Tieli Zhang and Xiaoqiang Gao and Lin Liu},
  journal={2022 IEEE 9th International Workshop on Metrology for AeroSpace (MetroAeroSpace)},
  pages={333--336},
  year={2022},
  doi={10.1109/metroaerospace54187.2022.9856184},
}

@article{liu2022,
  title={Research On Absolute Distance Measurement using Inter-mode Beat of Optical Frequency Comb},
  author={Xiaoxu Liu and Lin Liu and Yongchao Zhang and Zhitao Zhang and Xiaoqiang Gao and Yang Xie},
  journal={2022 IEEE 9th International Workshop on Metrology for AeroSpace (MetroAeroSpace)},
  pages={337--340},
  year={2022},
  doi={10.1109/metroaerospace54187.2022.9856200},
}

@article{liu2022,
  title={Fast fingerprint localisation based on product quantisation and convolution neural network in a massive MIMO system},
  author={Lin Liu and Yijie Ren and Xiaojun Wang and Xiaoshu Chen},
  journal={International Journal of Sensor Networks},
  volume={40},
  number={1},
  pages={67--67},
  year={2022},
  doi={10.1504/ijsnet.2022.10050192},
}

@article{liu2021,
  title={SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers},
  author={Lin Liu and Shanxin Yuan and Jianzhuang Liu and Xin Guo and Youliang Yan and Qi Tian},
  journal={arXiv (Cornell University)},
  year={2021},
  doi={10.48550/arxiv.2112.09426},
}

@article{zhang2022,
  title={A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathology Images},
  author={Chulong Zhang and Yuming Jiang and Na Li and Zhicheng Zhang and Md Tauhidul Islam and Jingjing Dai and Lin Liu and Wenfeng He and Wenjian Qin and Jing Xiong and Yaoqin Xie and Xiaokun Liang},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2208.07655},
}

@inproceedings{gu2022,
  title={Research on Internet of Energy Planning Based on “Grid-Information-Value”},
  author={Yi Gu and Yi Zhang and Shiyao Hu and Hongcai Dai and Lin Liu and Xue Wang and Xingtong Chen and Yi-Nan Wang and Xinxin Li},
  booktitle={Journal of Physics Conference Series},
  volume={2356},
  number={1},
  pages={012050--012050},
  year={2022},
  doi={10.1088/1742-6596/2356/1/012050},
}

@article{liu2022,
  title={Method for detecting the normalization of Word document title},
  author={Xin Liu and Xia Hou and Xiaoyu Chen and Lin Liu and Feng Xie},
  journal={6th International Workshop on Advanced Algorithms and Control Engineering (IWAACE 2022)},
  volume={32},
  pages={47--47},
  year={2022},
  doi={10.1117/12.2652819},
}

@article{sun2022,
  title={Fine-Grained High-Utility Dynamic Fingerprinting Extraction for Network Traffic Analysis},
  author={Xueying Sun and Junkai Yi and Fei Yang and Lin Liu},
  journal={Applied Sciences},
  volume={12},
  number={22},
  pages={11585--11585},
  year={2022},
  doi={10.3390/app122211585},
}

@article{liu2022,
  title={Re-Evaluation of PhishI Game and its utilization in Eliciting Security Requirements},
  author={Lin Liu and Affan Yasin and Rubia Fatima and Wang Jianmin},
  journal={International Journal of Information and Computer Security},
  volume={1},
  number={1},
  pages={1--1},
  year={2022},
  doi={10.1504/ijics.2023.10052188},
}

@inproceedings{liu2022,
  title={The Method of Industrial Internet Image Super-resolution Based on Transformer},
  author={Lin Liu and Yingjie Yu and Juncheng Wang and Yi Jin and Yuqiao Zeng},
  booktitle={2022 16th IEEE International Conference on Signal Processing (ICSP)},
  pages={260--265},
  year={2022},
  doi={10.1109/icsp56322.2022.9965318},
}

@article{wang2022,
  title={Algorithm Substitution Attacks on Identity-Based Encryption},
  author={Yifei Wang and Yuliang Lin and Yi Wang and Wei Peng and Lin Liu},
  journal={Communications in computer and information science},
  pages={15--31},
  year={2022},
  doi={10.1007/978-981-19-7242-3_2},
}

@article{zhiyong2022,
  title={Construction Research of Artistic Ceramic Artistic Inspection and Detection System for Artistic Ceramic},
  author={Guo Zhiyong and Jingling Yu and Keyong Ren and Dan Zheng and Yongchun Bai and Yongbin Zhu and Lin Liu},
  year={2022},
  doi={10.4108/eai.16-9-2022.2324894},
}

@inproceedings{zhao2022,
  title={Feature Fusion Network for Personalized Online Advertising Systems},
  author={Weijie Zhao and Peng Yang and Dong Li and Xing‐Xing Shen and Lin Liu and Ping Li},
  booktitle={2022 IEEE International Conference on Big Data (Big Data)},
  volume={11},
  pages={2160--2168},
  year={2022},
  doi={10.1109/bigdata55660.2022.10020981},
}

@article{kwan2022,
  title={Linear mixed model vs two-stage methods: Developing prognostic models of diabetic kidney disease progression},
  author={Brian Kwan and Lin Liu and David R. Strong and H. Irene Su and Loki Natarajan},
  journal={arXiv (Cornell University)},
  year={2022},
  doi={10.48550/arxiv.2210.11593},
}

@article{liu2023,
  title={New $\sqrtn$-consistent, numerically stable higher-order influence function estimators},
  author={Lin Liu and Chang Li},
  journal={arXiv (Cornell University)},
  year={2023},
  doi={10.48550/arxiv.2302.08097},
}

@article{cui2023,
  title={Characteristic analysis of the Qingdao-Huangdao bus network system},
  author={Yumeng Cui and Lin Liu},
  volume={45},
  pages={90--90},
  year={2023},
  doi={10.1117/12.2668243},
}

@article{shi2023,
  title={Supplementary Data from Integrative Genomic Profiling Uncovers Therapeutic Targets of Acral Melanoma in Asian Populations},
  author={Qiong Shi and Lin Liu and Jianru Chen and Weigang Zhang and Weinan Guo and Xiao Wang and Huina Wang and Sen Guo and Qiao Yue and Jingjing Ma and Yu Liu and Guannan Zhu and Tao Zhao and Jianhong Zhao and Ying Liu and Tianwen Gao and Chunying Li},
  year={2023},
  doi={10.1158/1078-0432.22486365},
}

@article{shi2023,
  title={Supplementary Figure from Integrative Genomic Profiling Uncovers Therapeutic Targets of Acral Melanoma in Asian Populations},
  author={Qiong Shi and Lin Liu and Jianru Chen and Weigang Zhang and Weinan Guo and Xiao Wang and Huina Wang and Sen Guo and Qiao Yue and Jingjing Ma and Yu Liu and Guannan Zhu and Tao Zhao and Jianhong Zhao and Ying Liu and Tianwen Gao and Chunying Li},
  year={2023},
  doi={10.1158/1078-0432.22486362},
}

@article{wu2023,
  title={Room-temperature ultrastrong exciton-plasmon coupling in WS2 monolayer synthesized with a multi-singular metasurface},
  author={Tingting Wu and Chongwu Wang and Guangwei Hu and Zhixun Wang and Jiaxin Zhao and Zhe Wang and Ksenia Chaykun and Lin Liu and Mengxiao Chen and Dong Li and Qihua Xiong and Zexiang Shen and Huajian Gao and F. J. García‐Vidal and Lei Wei and Qi Jie Wang and Yu Luo},
  journal={Research Square},
  year={2023},
  doi={10.21203/rs.3.rs-2724426/v1},
}

@article{zhao2023,
  title={Data from miR-148b Functions as a Tumor Suppressor in Pancreatic Cancer by Targeting AMPKα1},
  author={Gang Zhao and Jungang Zhang and Yang Liu and Qi Qin and Bo Wang and Kui Tian and Lin Liu and Xiang Li and Yi Niu and Shichang Deng and Chunyou Wang},
  year={2023},
  doi={10.1158/1535-7163.c.6535654},
}

@article{luan2023,
  title={Research on standardization of non-standardized format data in power system},
  author={Jingzhao Luan and Lin Liu and Yao Sun and Yiming Liu},
  pages={53--53},
  year={2023},
  doi={10.1117/12.2668078},
}

@article{li2023,
  title={Examination Database and Online Paper Forming Algorithm for Mobile Personalized Learning Test},
  author={Wanwu Li and Lin Liu and Hui Zhang and Jinhong Li and Zhi Wang},
  journal={Indonesian Journal Of Educational Research and Review},
  volume={6},
  number={1},
  pages={88--98},
  year={2023},
  doi={10.23887/ijerr.v6i1.54381},
}

@article{xi2023,
  title={A Time-Frequency Attention Mechanism with Subsidiary Information for Effective Speech Emotion Recognition},
  author={Yuxuan Xi and Yan Song and Li-Rong Dai and Lin Liu},
  journal={Communications in computer and information science},
  pages={173--184},
  year={2023},
  doi={10.1007/978-981-99-2401-1_16},
}

@article{sun2023,
  title={Interaction strength prediction based on neural networks of graph scrolls considering geographical features},
  author={Yi Sun and Lin Liu},
  pages={129--129},
  year={2023},
  doi={10.1117/12.2684217},
}

@article{liu2023,
  title={The Analysis of the Positive Patterns in Education},
  author={Lin Liu and Yong Liu and Tao Wang and Yanxia Liu},
  journal={Journal of Linguistics and Communication Studies},
  volume={2},
  number={2},
  pages={30--33},
  year={2023},
  doi={10.56397/jlcs.2023.06.04},
}

@article{ma2023,
  title={An Autofocus Method for Backprojection Algorithm in Range Compression Domain},
  author={Lanxi Ma and Lin Liu and Yabo Liu},
  pages={294--299},
  year={2023},
  doi={10.1109/icmsp58539.2023.10170796},
}

@article{liu2023,
  title={Design of Adaptive Defense System for Marketing Information Management Based on Blockchain Technology},
  author={Lin Liu},
  journal={Atlantis Highlights in Intelligent Systems/Atlantis highlights in intelligent systems},
  pages={62--71},
  year={2023},
  doi={10.2991/978-94-6463-222-4_6},
}

@article{liu2023,
  title={CE$$^2$$: A Copula Entropic Mutual Information Estimator for Enhancing Adversarial Robustness},
  author={Lin Liu and Cong Hu and Xiao‐Jun Wu},
  journal={Lecture notes in computer science},
  pages={163--174},
  year={2023},
  doi={10.1007/978-981-99-8462-6_14},
}

@article{liu2023,
  title={Large Scale Multiplex Latent Graphs for Recommendation in Baidu},
  author={Jie Liu and Zhipeng Jin and Yi Yang and Wei Jia and Xuewu Jiao and Shuanglong Li and Lin Liu},
  volume={30},
  pages={1959--1964},
  year={2023},
  doi={10.1109/bigdata59044.2023.10386357},
}

@article{liu2023,
  title={Writing and Speaking Difficulties of Students in One Chinese Middle School},
  author={Lin Liu},
  journal={Journal of Education and Educational Research},
  volume={6},
  number={3},
  pages={119--130},
  year={2023},
  doi={10.54097/brkwr514},
}

@article{zhou2024,
  title={Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning},
  author={Yuan Zhou and Richang Hong and Yanrong Guo and Lin Liu and Shijie Hao and Hanwang Zhang},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2403.11070},
}

@article{liu2024,
  title={A Study on the Design of Modern Daily Pottery Tea Ware of Guanyao in Qichun},
  author={Lin Liu and Xin Li},
  journal={Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research},
  pages={325--331},
  year={2024},
  doi={10.2991/978-2-38476-222-4_39},
}

@article{liu2021,
  title={Additional file 1 of Cancer-associated fibroblast infiltration in gastric cancer: the discrepancy in subtypes pathways and immunosuppression},
  author={Xu Liu and Yao Li and Jingkun Qu and Lin Liu and Ning Lü and Jiansheng Wang and Jia Zhang},
  journal={Figshare},
  year={2021},
  doi={10.6084/m9.figshare.15087370},
}

@article{liu2023,
  title={补充计量_clean.docx},
  author={Lin Liu},
  journal={Figshare},
  year={2023},
  doi={10.6084/m9.figshare.24123525},
}

@article{meng2022,
  title={Delivery prediction by quantitative analysis of four steroid metabolites with liquid chromatography tandem mass spectrometry in asymptomatic pregnant women},
  author={Lanlan Meng and Shaofei Su and Lin Li and Shengmin Liu and Youran Li and Ying Liu and Yifan Lu and Zhengwen Xu and Lin Liu and Qixin He and Yuanyuan Zheng and Xiaowei Liu and Yuting Cong and Yanhong Zhai and Zhen Zhao and Zheng Cao},
  journal={Figshare},
  year={2022},
  doi={10.6084/m9.figshare.19650841},
}

@article{zhan2024,
  title={Performance Analysis of Parallel Programs for FT-X DSP},
  author={Yimeng Zhan and Chenming Bao and Shunwu Xiao and Chongying Lu and Lin Liu},
  journal={Lecture notes in electrical engineering},
  pages={349--357},
  year={2024},
  doi={10.1007/978-981-97-2120-7_43},
}

@article{fatima2024,
  title={Re-evaluation of PhishI game and its utilisation in eliciting security requirements},
  author={Rubia Fatima and Affan Yasin and Lin Liu and Jianmin Wang},
  journal={International Journal of Information and Computer Security},
  volume={23},
  number={3},
  pages={294--321},
  year={2024},
  doi={10.1504/ijics.2024.138492},
}

@inproceedings{yang2024,
  title={Application of complex deep neural networks in complex data processing and comparative analysis of activation functions},
  author={Junxiang Yang and Ying Zhou and Hui Ma and Kun Lv and Hongwei Liu and Lin Liu},
  booktitle={IET conference proceedings.},
  volume={2023},
  number={47},
  pages={2141--2145},
  year={2024},
  doi={10.1049/icp.2024.1418},
}

@article{liu2024,
  title={Text-Animator: Controllable Visual Text Video Generation},
  author={Lin Liu and Quande Liu and Shengju Qian and Yuan Zhou and Wengang Zhou and Houqiang Li and Lingxi Xie and Qi Tian},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2406.17777},
}

@article{zhu2024,
  title={UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve Segmentation},
  author={Guanghao Zhu and Lin Liu and Jing Zhang and Xiaohui Du and Ruqian Hao and Juanxiu Liu},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2407.00297},
}

@inproceedings{liu2024,
  title={Research on Fuzzy PID control for VOC oil vapor recovery system and dynamic fluctuations study},
  author={Lin Liu and Tingbiao Guo and Qi Hu and Wu Song and Ran Mo and Yonggang Liu and Xiaoli Tong},
  booktitle={IET conference proceedings.},
  volume={2023},
  number={31},
  pages={517--520},
  year={2024},
  doi={10.1049/icp.2024.0268},
}

@article{liu2024,
  title={Response Mechanism of Human Resource Management Digital Technology Based on Employee’s Perspective: Model Construction and Management Suggestion},
  author={Lin Liu and Yanping Yang},
  journal={Scientific and Social Research},
  volume={6},
  number={6},
  pages={149--156},
  year={2024},
  doi={10.26689/ssr.v6i6.7367},
}

@article{xu2024,
  title={Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search},
  author={Enqiang Xu and Xia Li and Zhigong Zhou and Jiahao Ji and Jinyuan Zhao and Dadong Miao and Songlin Wang and Lin Liu and Sulong Xu},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2408.05751},
}

@article{chen2024,
  title={Method-of-Moments Inference for GLMs and Doubly Robust Functionals under Proportional Asymptotics},
  author={Xingyu Chen and Lin Liu and Rajarshi Mukherjee},
  journal={arXiv (Cornell University)},
  year={2024},
  doi={10.48550/arxiv.2408.06103},
}

@article{liu2024,
  title={The Research on “Shandong Image” and “Shandong Imagination” in Contemporary Film and Television Works},
  author={Yong Liu and Haiyan Zhang and Lin Liu and Yanxia Liu and Tao Wang},
  journal={Studies in Art and Architecture},
  volume={3},
  number={3},
  pages={16--19},
  year={2024},
  doi={10.56397/saa.2024.09.04},
}

@article{ding2025,
  title={Stacking Machine Learning Models for Predicting Photophysical Properties of Iridium Complexes},
  author={Peng Ding and Lin Liu and Binbin Xie and Lin Shen and Xuebo Chen and Wei‐Hai Fang},
  journal={SSRN Electronic Journal},
  year={2025},
  doi={10.2139/ssrn.5106726},
}

@article{liu2025,
  title={Type-2 bipolar-valued fuzzy sets},
  author={Lin Liu},
  pages={10--10},
  year={2025},
  doi={10.1117/12.3056985},
}

@article{bao2025,
  title={Genome-Wide Identification and Characterization of Novel Alternative Splicing Events and Related Isoforms in Gossypium Hirsutum},
  author={Ying Bao and Shuai Meng and Yujie Liu and Lin Liu and Xiaolin Song and Xiaoyu Yin},
  journal={SSRN Electronic Journal},
  year={2025},
  doi={10.2139/ssrn.5125932},
}

@article{gan2024,
  title={An orbital angular momentum multiplexing communication system at 28 GHz with an active uniform circular array},
  author={Yu Gan and Lin Liu and Jian Bai and Hongfu Meng},
  journal={Frontiers of Information Technology & Electronic Engineering},
  volume={25},
  number={12},
  pages={1759--1768},
  year={2024},
  doi={10.1631/fitee.2400376},
}

@article{wei2025,
  title={Disrupted maxillofacial, cardiovascular, and nervous development in washc5 knockout Zebrafish: Insights into 3C syndrome},
  author={Luyao Wei and Shijun Hu and Xueyang Gong and Yiliya Ahemaiti and Diwen Li and Shi Ouyang and Yuyang Huang and Yongyi Wang and Yan Liang and Yun Deng and Lin Liu and Tianli Zhao},
  journal={Gene},
  volume={948},
  pages={149351--149351},
  year={2025},
  doi={10.1016/j.gene.2025.149351},
}

@article{zhang2025,
  title={Research on Missile Stability Control Based on Model-Free Adaptive Control},
  author={Ou Zhang and Haiying Lu and Shishun Wei and Lin Liu},
  journal={Advances in transdisciplinary engineering},
  year={2025},
  doi={10.3233/atde241367},
}

@inproceedings{li2025,
  title={Research on value creation in the industrial development of the new type power system: value classification and logical analysis based on grounded theory},
  author={Suxiu Li and Lin Liu and Jing Lü and Xue Wang and Fang Tang and Jian‐Fei Lu},
  booktitle={IET conference proceedings.},
  volume={2024},
  number={33},
  pages={550--555},
  year={2025},
  doi={10.1049/icp.2025.0509},
}

@article{liu2025,
  title={EXPERIENCING EMOTIONAL DILEMMAS BY INTERNATIONAL STUDENTS: A RESEARCH PROBLEM STATEMENT},
  author={Lin Liu and Inna V. Atamanova},
  pages={67--69},
  year={2025},
  doi={10.17223/9785907890527/2025/33},
}

@article{wu2025,
  title={Optimization study of production decision based on Monte Carlo simulation and particle swarm optimization algorithm},
  author={Zhaoyang Wu and Bowen Bai and Lin Liu},
  journal={Highlights in Business Economics and Management},
  volume={53},
  pages={132--139},
  year={2025},
  doi={10.54097/dgw4ce43},
}

@article{liu2024,
  title={Research on Evaluation Method of New Power System Industry Chain Autonomy Level},
  author={Lin Liu and Suxiu Li and Xue Wang and Jing Lü},
  pages={2594--2600},
  year={2024},
  doi={10.1109/ei264398.2024.10990540},
}

@article{liu2025,
  title={KP-WF: Cross-Domain Few-Shot Website Fingerprinting},
  author={Lin Liu and Ziling Wei and Shuhui Chen and Jinshu Su and Yong Yuan},
  journal={Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  pages={227--245},
  year={2025},
  doi={10.1007/978-3-031-89360-5_14},
}

@article{liu2024,
  title={The Application of Style Transfer Algorithms in the Innovative Design of Miao Ethnic Embroidery Patterns},
  author={Lin Liu and Jiangjiang Li},
  pages={71--74},
  year={2024},
  doi={10.1109/icid64166.2024.11024740},
}

@article{liu2024,
  title={A Study on the Colour Characteristics of Yi Embroidery Plant Patterns Based on Clustering Algorithm},
  author={Lin Liu and Xin Li and Zijian Huang},
  pages={122--127},
  year={2024},
  doi={10.1109/icid64166.2024.11024990},
}

@article{liu2025,
  title={Decoding adversarial vulnerabilities via copula},
  author={Lin Liu and Cong Hu},
  pages={3--3},
  year={2025},
  doi={10.1117/12.3070541},
}

@article{ren2025,
  title={Enhanced Temporal Knowledge Graph Forecasting with Historical and Non-Historical Contrastive Learning},
  author={An-Qi Ren and Lin Liu and Hailong Wang and Kaiqiang Xu},
  journal={Communications in computer and information science},
  pages={387--398},
  year={2025},
  doi={10.1007/978-981-95-0017-8_32},
}

@article{guo2025,
  title={Enhancing speed dating predictions using machine learning approaches and models performance analysis},
  author={Dongmei Guo and Jinying Wang and Haifeng Ma and Chengnan Li and Lin Liu and Wangyan Li},
  journal={Social Network Analysis and Mining},
  volume={15},
  number={1},
  year={2025},
  doi={10.1007/s13278-025-01482-3},
}

@article{liu2025,
  title={Improved UNet-Based Detection of 3D Cotton Cup Indentations and Analysis of Automatic Cutting Accuracy},
  author={Lin Liu and Xi‐Zhao Li and Xizhao Li and Hao Lv and Jianhuang Wang and Fucai Lai and Fangwei Zhao and Xibing Li and Xibing Li},
  journal={Processes},
  volume={13},
  number={10},
  pages={3144--3144},
  year={2025},
  doi={10.3390/pr13103144},
}

@article{li2025,
  title={QFTD: An efficient quantum federated learning for transformer fault diagnosis with minimal gated unit in smart grid},
  author={Guodong Li and Junjie Luo and Qingle Wang and Lin Liu and Chunyan Weı and Huawei Wang and Zhichao Zhang},
  journal={Engineering Applications of Artificial Intelligence},
  volume={163},
  pages={112974--112974},
  year={2025},
  doi={10.1016/j.engappai.2025.112974},
}

@article{zhang2025,
  title={Research on business decision-making of new energy platform based on uncertain factors},
  author={Xifeng Zhang and Yitong Chen and Xin Fu and Suxiu Li and Lin Liu},
  pages={50--50},
  year={2025},
  doi={10.1117/12.3080291},
}

@article{yu2025,
  title={Construction of Erwinia amylovora mutants via crRNA expression},
  author={Dongli Yu and Yuan Jiang and Congwu Hu and Lin Liu and Wenwen Li and Liying Yang and Baiming Cui and Yinying Zheng},
  journal={Phytopathology Research},
  volume={7},
  number={1},
  year={2025},
  doi={10.1186/s42483-025-00376-8},
}

@article{xiao2025,
  title={LoVoRA: Text-guided and Mask-free Video Object Removal and Addition with Learnable Object-aware Localization},
  author={Zhihan Xiao and Lin Liu and Gao, Yixin and Xiaopeng Zhang and Haoxuan Che and Songping Mai and Qi Tian},
  journal={ArXiv.org},
  year={2025},
  doi={10.48550/arxiv.2512.02933},
}

@article{liu2015,
  title={Modeling Switchgrass Aboveground Net Primary Productivity and Evapotranspiration across Michigan},
  author={Lin Liu},
  year={2015},
  doi={10.25335/m5hn08},
}

@article{shi2022,
  title={Applications of Online UV-Vis Spectrophotometer for Drinking Water Quality Monitoring and Process Control: A Review},
  author={Zhining Shi and Christopher W.K. Chow and Rolando Fabris and Jixue Liu and Bo Jin},
  journal={Sensors},
  volume={22},
  number={8},
  pages={2987--2987},
  year={2022},
  doi={10.3390/s22082987},
}

@article{lartey2024,
  title={Effective Outlier Detection for Ensuring Data Quality in Flotation Data Modelling Using Machine Learning (ML) Algorithms},
  author={Clement Lartey and Jixue Liu and Richmond K. Asamoah and Christopher Greet and Massimiliano Zanin and William Skinner},
  journal={Minerals},
  volume={14},
  number={9},
  pages={925--925},
  year={2024},
  doi={10.3390/min14090925},
}

@article{yang2019,
  title={The influence of rainfall intensity and duration on sediment pathways and subsequent clogging in permeable pavements},
  author={Qiuxia Yang and Simon Beecham and Jixue Liu and David Pezzaniti},
  journal={Journal of Environmental Management},
  volume={246},
  pages={730--736},
  year={2019},
  doi={10.1016/j.jenvman.2019.05.151},
}

@article{shi2021,
  title={Determination of coagulant dosages for process control using online UV-vis spectra of raw water},
  author={Zhining Shi and Christopher W.K. Chow and Rolando Fabris and Jixue Liu and Emma Sawade and Bo Jin},
  journal={Journal of Water Process Engineering},
  volume={45},
  pages={102526--102526},
  year={2021},
  doi={10.1016/j.jwpe.2021.102526},
}

@article{shi2020,
  title={Alternative particle compensation techniques for online water quality monitoring using UV–Vis spectrophotometer},
  author={Zhining Shi and Christopher W.K. Chow and Rolando Fabris and Jixue Liu and Bo Jin},
  journal={Chemometrics and Intelligent Laboratory Systems},
  volume={204},
  pages={104074--104074},
  year={2020},
  doi={10.1016/j.chemolab.2020.104074},
}

@article{peters2024,
  title={Detecting Coseismic Landslides in GEE Using Machine Learning Algorithms on Combined Optical and Radar Imagery},
  author={Stefan Peters and Jixue Liu and Gunnar Keppel and Anna Wendleder and Peiliang Xu},
  journal={Remote Sensing},
  volume={16},
  number={10},
  pages={1722--1722},
  year={2024},
  doi={10.3390/rs16101722},
}

@article{shi2020,
  title={Evaluation of the impact of suspended particles on the UV absorbance at 254 nm (UV254) measurements using a submersible UV-Vis spectrophotometer},
  author={Zhining Shi and Christopher W.K. Chow and Rolando Fabris and Tianlong Zheng and Jixue Liu and Bo Jin},
  journal={Environmental Science and Pollution Research},
  volume={28},
  number={10},
  pages={12576--12586},
  year={2020},
  doi={10.1007/s11356-020-11178-0},
}

@article{asamoah2025,
  title={A novel dynamic history-based algorithm for flotation process optimisation},
  author={Richmond K. Asamoah and V.-X. Tran and Jixue Liu},
  journal={Minerals Engineering},
  volume={232},
  pages={109502--109502},
  year={2025},
  doi={10.1016/j.mineng.2025.109502},
}

@article{adelaide2019,
  title={AI 2019: Advances in Artificial Intelligence},
  author={AI 2019 Adelaide and Jixue Liu and James Bailey},
  journal={Lecture notes in computer science},
  year={2019},
  doi={10.1007/978-3-030-35288-2},
}

@article{pokharel2016,
  title={Can Android VoIP voice conversations be decoded? I can eavesdrop on your Android VoIP communication},
  author={Shasi Pokharel and Kim‐Kwang Raymond Choo and Jixue Liu},
  journal={Concurrency and Computation Practice and Experience},
  volume={29},
  number={7},
  year={2016},
  doi={10.1002/cpe.3845},
}

@article{guo2020,
  title={Genome-Wide Identification and Expression Profiling of Starch-Biosynthetic Genes in Common Wheat},
  author={Jun Guo and Hongyan Li and Jixue Liu and Adi Berci Handayani Liu and Xinyou Cao and Ch. Liu and Dungong Cheng and Zh. Zhao and Jian Song},
  journal={Russian Journal of Genetics},
  volume={56},
  number={12},
  pages={1445--1456},
  year={2020},
  doi={10.1134/s102279542012008x},
}

@article{vincent2015,
  title={Technical Correspondence},
  author={Millist W. Vincent and Jixue Liu and Hong-Cheu Liu and Sebastian Link},
  journal={ACM Transactions on Database Systems},
  volume={40},
  number={2},
  pages={1--18},
  year={2015},
  doi={10.1145/2757214},
}

@article{peters2024,
  title={Detecting Co-Seismic Landslides in GEE using Machine-Learning Algorithms on combined Multispectral and RADAR Imagery},
  author={Stefan Peters and Jixue Liu and Gunnar Keppel and Anna Wendleder and Peiliang Xu},
  journal={Preprints.org},
  year={2024},
  doi={10.20944/preprints202404.0724.v1},
}

@article{li2024,
  title={Computing structural similarity of source XML schemas against domain XML schema},
  author={Jianxin Li and Chengfei Liu and Jeffrey Xu Yu and Jixue Liu and Guoren Wang and Chi Yangt},
  journal={UWA Profiles and Research Repository (University of Western Australia)},
  volume={75},
  pages={155--164},
  year={2024},
  doi={10.25916/sut.26227019},
}

@article{jiuyong2017,
  title={因果決定木【Powered by NICT】},
  author={Li Jiuyong and Ma Saisai and Le Thuc and Liu Lin and Jixue Liu},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={29},
  number={2},
  pages={271},
  year={2017},
}

@article{nirola2020,
  title={Merchantable wood volume response of P. radiate D. Don post thinned plots on coated and uncoated urea fertilizers},
  author={Ramkrishna Nirola and Christopher P. Saint and J. O. Hehir and Jixue Liu},
  journal={Banko Janakari},
  volume={30},
  number={2},
  pages={36--47},
  year={2020},
  doi={10.3126/banko.v30i2.33477},
}

@article{jeffery2020,
  title={イベント検出のためのツイッターネットワークコミュニティにおけるバーストの利用【JST・京大機械翻訳】},
  author={Ansah Jeffery and Liu Lin and Kang Wei and Jixue Liu and Li Jiuyong},
  volume={23},
  number={5},
  pages={2851--2876},
  year={2020},
}

@article{stumptner2017,
  title={An Architecture for Establishing Legal Semantic Workflows in the Context\n of Integrated Law Enforcement},
  author={Markus Stumptner and Wolfgang Mayer and Georg Großmann and Jixue Liu and Wenhao Li and Pompeu Casanovas and Louis de Koker and Danuta Mendelson and David C. Watts and Bridget Bainbridge},
  journal={arXiv (Cornell University)},
  year={2017},
  doi={10.48550/arxiv.1708.06613},
}

@article{tan2025,
  title={Predictors and Moderators of Hospitalisation and Mortality in People with Dementia Using Antipsychotics: Systematic Review},
  author={Timothy C. Tan and Edward C Y Lau and Thuc Duy Le and Christine Y. Lu and Sarah N. Hilmer and Yun‐Hee Jeon and Lee‐Fay Low and Edwin C.K. Tan},
  journal={Drugs & Aging},
  volume={42},
  number={5},
  pages={381--394},
  year={2025},
  doi={10.1007/s40266-025-01202-8},
}

@article{li2025,
  title={Predictors of relapse after discontinuing antipsychotics in patients with schizophrenia spectrum disorders},
  author={Ling Li and Thuc Duy Le and Woosung Kim and Soyolsaikhan Odkhuu and Chae Yeong Kang and Ariana Setiani and Eun‐Jin Jeon and Fatima Zahra Rami and Young‐Chul Chung},
  journal={Schizophrenia},
  volume={11},
  number={1},
  pages={42--42},
  year={2025},
  doi={10.1038/s41537-025-00592-3},
}

@article{setiani2025,
  title={Association between the Korea-Polyenvironmental Risk Score and Clinical Outcomes in Schizophrenia Spectrum Disorders},
  author={Ariana Setiani and Ling Li and Thuc Duy Le and Fatima Zahra Rami and Young‐Chul Chung},
  journal={Schizophrenia Bulletin},
  volume={52},
  number={2},
  year={2025},
  doi={10.1093/schbul/sbaf090},
}

@article{labora2023,
  title={Generation of liver metastases in a mouse model using ultrasound-guided intravenous injection},
  author={Amanda Labora and Hailey R. Lee and Charlotte Chan and Erin Tabornal and Thuc Duy Le and Khalid T. Rashid and Evan R. Abt and Takanobu Yamao and Hanna K. Mandl and Amanda L. Creech and Alykhan Premji and Luyi Li and Jason S. Link and Nanping Wu and Caius G. Radu and Timothy R. Donahue},
  journal={STAR Protocols},
  volume={4},
  number={2},
  pages={102163--102163},
  year={2023},
  doi={10.1016/j.xpro.2023.102163},
}

@article{dao2024,
 title={Crosstalk between genomic variants and DNA methylation in FLT3 mutant acute myeloid leukemia},
 author={Bac Dao and Van Ngu Trinh and Nguyễn Văn Huy and Hoa L. Nguyen and Thuc Duy Le and Phuc‐Loi Luu},
 journal={Briefings in Functional Genomics},
 volume={24},
 year={2024},
 doi={10.1093/bfgp/elae028},
}

@article{meyer2019,
  title={Therapeutic Efficacy and Dosimetry of Targeted Alpha Therapy using 225Ac-PSMA-617 in a Murine Model of Prostate Cancer},
  author={Catherine Meyer and Andreea D. Stuparu and Liu Wei and Joe Capri and Thuc Duy Le and Caius G. Radu and Johannes Czernin and Magnus Dahlbom and Roger Slavik},
  journal={Journal of medical imaging and radiation sciences},
  volume={50},
  number={4},
  pages={S93--S94},
  year={2019},
  doi={10.1016/j.jmir.2019.11.080},
}

@article{tanevski2019,
 title={Predicting cellular position in the Drosophila embryo from Single-Cell Transcriptomics data},
 author={Jovan Tanevski and Thin Nguyen and Buu Truong and Nikos Karaiskos and Mehmet Eren Ahsen and Xinyu Zhang and Chang Shu and Ke Xu and Xiaoyu Liang and Ying Hu and Hoang V.V. Pham and Xiaomei Li and Thuc Duy Le and Adi L. Tarca and Gaurav Bhatti and Roberto Romero and Nestoras Karathanasis and Phillipe Loher and Yang Chen and Zhengqing Ouyang and Disheng Mao and Yuping Zhang and Maryam Zand and Jianhua Ruan and Christoph Hafemeister and Peng Qiu and Duc Tran and Tin Nguyen and Attila Gábor and Thomas Yu and Enrico Glaab and Roland Krause and Peter Banda and Gustavo Stolovitzky and Nikolaus Rajewsky and Julio Sáez-Rodríguez and Pablo Meyer},
 journal={bioRxiv (Cold Spring Harbor Laboratory)},
 year={2019},
 doi={10.1101/796029},
}

@article{nguyen2020,
  title={MrPC: Causal Structure Learning in Distributed Systems},
  author={Thin Nguyen and Duc Thanh Nguyen and Thuc Duy Le and Svetha Venkatesh},
  journal={Communications in computer and information science},
  pages={87--94},
  year={2020},
  doi={10.1007/978-3-030-63820-7_10},
}

@article{poddar2019,
  title={Abstract 3881: Relating tumor drug concentrations to target effect with semi physiologic PK-PD modeling in drug development: An application using a novel dCK inhibitor},
  author={Soumya Poddar and Mina Nikanjam and Edmund V. Capparelli and Thuc Duy Le and Liu Wei and Caius G. Radu},
  journal={Cancer Research},
  volume={79},
  number={13_Supplement},
  pages={3881--3881},
  year={2019},
  doi={10.1158/1538-7445.am2019-3881},
}

@article{sun2019,
  title={Evaluation of Potent Isoquinoline-Based Thiosemicarbazone Antiproliferatives Against Solid Tumor Models},
  author={Daniel Sun and Soumya Poddar and Roy D. Pan and Juno Van Valkenburgh and Ethan W. Rosser and Evan R. Abt and Vincent Lok and Joseph Capri and Selena Hernandez and Janet Song and Joanna Li and Laurent Vergnes and Anthony E. Cabebe and Wesley R. Armstrong and Sheba Plamthottam and Dalton Steele and Corey Osto and Andreea D. Stuparu and Thuc Duy Le and Karen Reue and Robert Damoiseaux and J Czernin and Michael E. Jung and Caius G. Radu},
  journal={ChemRxiv},
  year={2019},
  doi={10.26434/chemrxiv.7877987},
}

@article{capri2019,
  title={Abstract 4228: Integrated drug high-throughput screening and quantitative phosphoproteomics rationalizes combination therapy for mutant KRAS pancreatic cancer},
  author={Joseph Capri and Thuc Duy Le and Caius G. Radu and Timothy R. Donahue},
  journal={Molecular and Cellular Biology / Genetics},
  pages={4228--4228},
  year={2019},
  doi={10.1158/1538-7445.sabcs18-4228},
}

@article{aguilera2019,
  title={Abstract 1832: Ligand-dependent Wnt signaling directs metabolic adaptations to promote pancreatic tumorigenesis},
  author={Kristina Y. Aguilera and Rana Riahi and Edris A. Saadat and Anna R. Lay and Thuc Duy Le and Anthony E. Cabebe and Timothy R. Donahue and Caius G. Radu and David W. Dawson},
  journal={Cancer Research},
  volume={79},
  number={13_Supplement},
  pages={1832--1832},
  year={2019},
  doi={10.1158/1538-7445.am2019-1832},
}

@article{burra2022,
  title={Contents},
  author={Patrizia Burra and Felix Tacke and Vlad Ratziu and Stefan Zeuzem and Bruno Sangro and Paolo Angeli and María Arechederra and Maite G. Fernández‐Barrena and Chan Kyo Kim and Nobuharu Tamaki and Kento Imajo and Masato Yoneda and Nancy Sutter and Jason J. Jung and Tong Lin and Xin Tu and Jaclyn Bergstrom and Khanh Q. Nguyen and Long Nguyen and Thuc Duy Le and Egbert Madamba and L. Richards and Mark A. Valasek and Cynthia Behling and Claude B. Sirlin and Atsushi Nakajima and Rohit Loomba and Changyin Tian and Xiang Min and Y Zhao and Yibin Wang and Xiao‐Jun Wu and Shengwei Liu and Weiguang Dou and Ting Zhou and Yushi Liu and Rong Luo and Zhanguo Li and Kei Lui and Y Li and Qiang Ding and Kalliopi Pafili and S. Kahl and Lucia Mastrototaro and Klaus Straßburger and Dominik Pesta and Christian Herder and Jennifer Pützer and Bedair Dewidar and Mona Hendlinger and Cesare Granata and Nina Saatmann and Aslihan Yavas and Sofiya Gancheva and Geronimo Heilmann and Iréne Esposito and M Schlensak and Michael Roden and Dan Ji and Pei‐Jer Chen and Jun Bi and Qing Shang and Hui Liu and Junjie Wang and Tan Li and Quan Li and Quanxin Long and Song Li and Liyan Jiang and G. Xiao and Zhixiang Yu and Lianmin Chen and Xiaorong Wang and D Chen and Zhaoyang Dong and Yanyan Yang and Elisabetta Degasperi and M.P. Anolli and Sara Uceda Renteria and Dana Sambarino and María Orietta Borghi and Riccardo Perbellini and Charlotte Scholtes and F. Facchetti and Alessandro Loglio and Sara Monico and Mirella Fraquelli and Andrea Costantino and Ferruccio Ceriotti and Fabien Zoulim and Pietro Lampertico and Annalena Müller and Christian Casar and Max Preti and Daria Krzikalla and Cornelia Gottwick and Pia Averhoff and Philip Rosenstiel and Mathias Gelderblom and Marcus Altfeld},
  journal={Journal of Hepatology},
  volume={77},
  number={6},
  pages={vii--ix},
  year={2022},
  doi={10.1016/s0168-8278(22)03087-2},
}

@article{aguilera2023,
  title={Supplementary Table from Porcupine Inhibition Disrupts Mitochondrial Function and Homeostasis in WNT Ligand–Addicted Pancreatic Cancer},
  author={Kristina Y. Aguilera and Thuc Duy Le and Rana Riahi and Anna R. Lay and Stefan Hinz and Edris A. Saadat and Ajay A. Vashisht and James A. Wohlschlegel and Timothy R. Donahue and Caius G. Radu and David W. Dawson},
  year={2023},
  doi={10.1158/1535-7163.22522792},
}

@article{aguilera2023,
  title={Supplementary Figure from Porcupine Inhibition Disrupts Mitochondrial Function and Homeostasis in WNT Ligand–Addicted Pancreatic Cancer},
  author={Kristina Y. Aguilera and Thuc Duy Le and Rana Riahi and Anna R. Lay and Stefan Hinz and Edris A. Saadat and Ajay A. Vashisht and James A. Wohlschlegel and Timothy R. Donahue and Caius G. Radu and David W. Dawson},
  year={2023},
  doi={10.1158/1535-7163.22522798},
}

@article{aguilera2023,
  title={Data from Porcupine Inhibition Disrupts Mitochondrial Function and Homeostasis in WNT Ligand–Addicted Pancreatic Cancer},
  author={Kristina Y. Aguilera and Thuc Duy Le and Rana Riahi and Anna R. Lay and Stefan Hinz and Edris A. Saadat and Ajay A. Vashisht and James A. Wohlschlegel and Timothy R. Donahue and Caius G. Radu and David W. Dawson},
  year={2023},
  doi={10.1158/1535-7163.c.6543487},
}

@article{nguyen2025,
  title={Factors influencing Stress, Anxiety, and Depression in Students regarding The Thesis Process},
  author={Hoang An Nguyen and Bao Chau Duong and Thuc Duy Le and Cat Anh Le and Thuc Quyen Huynh and Van Nhi Tran and Phuong Thao Nguyen and Thi Thu Hoai Nguyen},
  journal={JOURNAL OF MENTAL HEALTH AND CLINICAL PSYCHOLOGY},
  volume={S1},
  number={1},
  pages={30--41},
  year={2025},
  doi={10.29245/2578-2959/2025/1.1339},
}

@article{zhang2017,
  title={Additional file 7: of Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
  author={Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
  journal={Figshare},
  year={2017},
  doi={10.6084/m9.figshare.4986077.v1},
}

@article{xie2021,
  title={LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection},
  author={Yongzheng Xie and Hongyu Zhang and Bo Zhang and Muhammad Ali Babar and Sha Lu},
  journal={Lecture notes in computer science},
  pages={708--716},
  year={2021},
  doi={10.1007/978-3-030-91431-8_47},
}

@article{huang2025,
  title={Intelligent IoT Surveillance and Instantaneous Management},
  author={Ying Huang and Yongmei Su and Sha Lu},
  journal={Electronics ETF},
  volume={29},
  number={1},
  pages={3--13},
  year={2025},
  doi={10.53314/els2529003h},
}

%% added from staff Google Scholar 2025-2026
@article{nguyen2026a,
  title={TACO: TabPFN augmented causal outcomes for early detection of long COVID},
  author={S Piñero and N Duong and X Li and L Liu and J Li and S Hong Lee and M Winter and T Nguyen},
  journal={Machine Learning: Science and Technology 7(3), 035029},
  year={2026},
}

@misc{li2026b,
  title={uLEAD-TabPFN: Uncertainty-aware Dependency-based Anomaly Detection with TabPFN},
  author={S Lu and J Liu and S Peters and TD Le and C Xie and L Liu and J Li},
  howpublished={arXiv preprint arXiv:2604.20255},
  note={Preprint},
  year={2026},
}

@misc{le2026c,
  title={SPLIT: Safety Prioritization for Long COVID Drug Repurposing via a Causal Integrated Targeting Framework},
  author={S Pinero and X Li and L Liu and J Li and SH Lee and TD Le},
  howpublished={medRxiv 2026.04.12.26350701},
  note={Preprint},
  year={2026},
}

@misc{le2026d,
  title={Identifying the Group to Intervene on to Maximise Effect Under Cross-Group Interference},
  author={X Du and J Li and L Liu and D Cheng and J Liu and TD Le},
  howpublished={arXiv preprint arXiv:2603.11059},
  note={Preprint},
  year={2026},
}

@article{qin2026e,
  title={Counterfactual samples constructing and training for commonsense statements estimation},
  author={C Liu and Z Feng and Z Deng and L Liu and J Li and R Zhai and D Cheng and L Qin},
  journal={Information Processing & Management 63(3), 104563},
  year={2026},
}

@article{wu2026f,
  title={Exploiting Global Information for Partial Multi-Label Learning},
  author={Z Zhang and Y Chang and J Yao and L Liu and J Li and X Wu},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  year={2026},
}

@inproceedings{liu2026g,
  title={Learning Fair Graph Representations via Probability of Necessity and Sufficiency},
  author={C Liu and Q Chen and D Cheng and J Gan and J Li and L Liu},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence 40(28), 23667},
  year={2026},
}

@article{liu2026h,
  title={Multi-view debiasing representation learning for recommender systems},
  author={Q Chen and J Deng and D Cheng and J Li and L Liu},
  journal={Information Processing & Management 63(2), 104429},
  year={2026},
}

@article{zhang2026i,
  title={Towards fair graph representation learning by overcoming social homophily},
  author={G Zhang and G Yuan and D Cheng and L Liu and J Li and S Zhang},
  journal={ACM Transactions on Intelligent Systems and Technology 17(2), 1-25},
  year={2026},
}

@article{cheng2026j,
  title={Learning Fair Representation for Fine-tuning Pre-trained Language Models},
  author={K Wang and Y Zhang and HY Zhang and L Liu and J Li and Z Feng and D Cheng},
  journal={Neural Networks, 108701},
  year={2026},
}

@article{zhang2025k,
  title={Towards Robust Graph-Level Anomaly Detection via Counterfactual Augmentation},
  author={Q Chen and H Zeng and D Cheng and J Li and L Liu and S Zhang},
  journal={Knowledge-Based Systems, 115138},
  year={2025},
}

@article{le2025l,
  title={Omics-based computational approaches for biomarker identification, prediction, and treatment of Long COVID},
  author={S Pinero and X Li and J Zhang and M Winter and SH Lee and T Nguyen and L Liu and J Li and TD Le},
  journal={Critical Reviews in Clinical Laboratory Sciences, 1-27},
  year={2025},
}

@article{liu2025m,
  title={Linking Model Intervention to Causal Interpretation in Model Explanation},
  author={D Cheng and Z Xu and J Li and L Liu and K Yu and TD Le and J Liu},
  journal={Pattern Recognition, 112814},
  year={2025},
}

@inproceedings{liu2025n,
  title={Can EEG Foundation Models Help with Epileptic Seizure Prediction?},
  author={X Guo and L Liu and S Lu and J Li and TD Le and J Liu},
  booktitle={2025 IEEE International Conference on Big Data (BigData), 1924-1933},
  year={2025},
}

@article{le2025q,
  title={Identifying cooperative genes causing cancer progression with dynamic causal inference},
  author={AM Cifuentes Bernal and L Liu and J Li and TD Le},
  journal={Royal Society Open Science 12(12)},
  year={2025},
}

@inproceedings{du2025r,
  title={Causal Recommendation Method for Personalised Chemotherapy Optimisation in Breast Cancer},
  author={T Vu and TD Le and HX Tran and L Liu and J Li and JT Du},
  booktitle={Australasian Conference on Data Science and Machine Learning, 397-411},
  year={2025},
}

@inproceedings{liu2025s,
  title={Mitigating Latent Confounding Bias in Recommender Systems},
  author={J Deng and Q Chen and D Cheng and X Du and J Li and L Liu},
  booktitle={Proceedings of the 34th ACM International Conference on Information and Knowledge Management},
  year={2025},
}

@misc{liu2025t,
  title={Learning Fair Graph Representations with Multi-view Information Bottleneck},
  author={C Liu and D Cheng and Q Chen and J Gan and J Li and L Liu},
  howpublished={arXiv preprint arXiv:2510.25096},
  note={Preprint},
  year={2025},
}

@misc{dogancay2025u,
  title={Source-Free Cross-Domain Continual Learning},
  author={MT Furqon and M Pratama and I Skrjanc and L Liu and H Habibullah and K Dogancay},
  howpublished={arXiv preprint arXiv:2510.01649},
  note={Preprint},
  year={2025},
}

@misc{feng2025v,
  title={High-Dimensional Covariate Matching via Sufficient Dimension Reduction},
  author={D Cheng and Y Xie and J Li and L Liu and T Xu and Y Zhang and Z Feng},
  howpublished={Working paper},
  note={Preprint},
  year={2025},
}

@misc{dogancay2025w,
  title={Black-Box Time-Series Domain Adaptation via Cross-Prompt Foundation Models},
  author={MT Furqon and M Pratama and I Skrjanc and L Liu and H Habibullah and K Dogancay},
  howpublished={arXiv preprint arXiv:2510.00487},
  note={Preprint},
  year={2025},
}

@misc{le2025z,
  title={Peer Effect Estimation in the Presence of Simultaneous Feedback and Unobserved Confounders},
  author={X Du and J Li and L Liu and D Cheng and T Le},
  howpublished={arXiv preprint arXiv:2508.09154},
  note={Preprint},
  year={2025},
}

@misc{zhang2025d,
  title={A Novel Generative Model with Causality Constraint for Mitigating Biases in Recommender Systems},
  author={J Deng and Q Chen and D Cheng and J Li and L Liu and S Zhang},
  howpublished={arXiv preprint arXiv:2505.16708},
  note={Preprint},
  year={2025},
}

@misc{du2025h,
  title={Fisher Divergence for Attribution through Stochastic Differential Equations},
  author={X Chen and J Li and J Liu and L Liu and S Peters and TD Le and W Gao and X Du},
  howpublished={Working paper},
  note={Preprint},
  year={2025},
}

@misc{le2025i,
  title={Foundation model-based recommendation of optimal neoadjuvant therapy in breast cancer},
  author={T Vu and HX Tran and L Liu and J Li and JT Du and TD Le},
  howpublished={medRxiv 2025.10.03.25337255},
  note={Preprint},
  year={2025},
}

@misc{le2025j,
  title={Tabular Foundation Model for Breast Cancer Prognosis using Gene Expression Data},
  author={T Vu and HX Tran and X Li and L Liu and J Li and JT Du and TD Le},
  howpublished={medRxiv 2025.10.03.25337265},
  note={Preprint},
  year={2025},
}

@misc{gupta2025k,
  title={Causal-Aware Generative Adversarial Networks with Reinforcement Learning},
  author={TA Hoang Nguyen and D Nguyen and TN Vo and TD Le and S Gupta},
  howpublished={arXiv preprint arXiv:2510.24046},
  note={Preprint},
  year={2025},
}

@inproceedings{chen2025l,
  title={From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction},
  author={W Gao and J Li and L Liu and TD Le and X Chen and X Du and J Liu and Y Zhao and Y Chen},
  booktitle={ECAI 2025, 1107-1114},
  year={2025},
}

%2025.11.25
  @article{zhang2025mitigating,
  title={Mitigating propensity bias of large language models for recommender systems},
  author={Zhang, Guixian and Yuan, Guan and Cheng, Debo and Liu, Lin and Li, Jiuyong and Zhang, Shichao},
  journal={ACM Transactions on Information Systems},
  volume={43},
  number={6},
  pages={1--26},
  year={2025},
  biburl    = {publication/3736404.pdf},
  publisher={ACM New York, NY}
}
  
  @inproceedings{deng2025logit,
  title={Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems},
  author={Deng, Jianfeng and Chen, Qingfeng and Cheng, Debo and Li, Jiuyong and Liu, Lin},
  booktitle={Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing},
  pages={29299--29312},
  biburl    = {publication/2025.emnlp-main.1491.pdf},
  year={2025}
}
@article{yang2025causal,
  title={Causal reinforcement learning for train scheduling on single-track railway networks},
  author={Yang, Feiyu and Liu, Jixue and Li, Jiuyong and Liu, Lin and Wang, Shengjie and Li, Wenqing and Ni, Shaoquan},
  journal={Transportation Research Part C: Emerging Technologies},
  volume={178},
  pages={105215},
  year={2025},
    biburl    = {publication/1-s2.0-S0968090X25002190-main.pdf},
  publisher={Elsevier}
}
@article{huang2025multi,
  title={Multi-cause deconfounding for recommender systems with latent confounders},
  author={Huang, Zhirong and Hu, Yuxuan and Cheng, Debo and Li, Jiuyong and Liu, Lin and Zhang, Guixian and Zhang, Shichao},
  journal={Knowledge-Based Systems},
  pages={114345},
  year={2025},
  biburl    = {publication/1-s2.0-S095070512501384X-main.pdf},
  publisher={Elsevier}
}
@article{lu2025dependency,
  title={Dependency-based anomaly detection: A general framework and comprehensive evaluation},
  author={Lu, Sha and Liu, Lin and Yu, Kui and Le, Thuc Duy and Liu, Jixue and Li, Jiuyong},
  journal={Expert Systems with Applications},
  pages={129249},
  year={2025},
    biburl    = {publication/1-s2.0-S0957417425028659-main.pdf},
  publisher={Elsevier}
}
@article{zhang2025data,
  title={Data-driven learning optimal K values for K-nearest neighbour matching in causal inference},
  author={Zhang, Yinghao and Xu, Tingting and Cheng, Debo and Li, Jiuyong and Liu, Lin and Xu, Ziqi and Feng, Zaiwen},
  journal={Data Mining and Knowledge Discovery},
  volume={39},
  number={4},
  pages={35},
  year={2025},
      biburl    = {publication/s10618-025-01107-5.pdf},
  publisher={Springer}
}
@article{zhang2025deconfounding,
  title={Deconfounding representation learning for mitigating latent confounding effects in recommendation},
  author={Zhang, Guixian and Yuan, Guan and Cheng, Debo and Liu, Lin and Li, Jiuyong and Xu, Ziqi and Zhang, Shichao},
  journal={Knowledge and Information Systems},
  volume={67},
  number={7},
  pages={5999--6020},
  year={2025},
        biburl    = {publication/DeGCL.pdf},
  publisher={Springer London London}
}
@article{yang2025adaptive,
  title={Adaptive Dynamic Causal Meta Graph-Task Network for Remaining Useful Life Prediction With Extreme Long-Tailed Distribution Condition},
  author={Yang, Jing and Wang, Xiaomin and Zhang, Minglan and Liu, Lin and Li, Jiuyong},
  journal={IEEE Transactions on Industrial Informatics},
  year={2025},
   biburl    = {publication/Adaptive_Dynamic_Causal_Meta_Graph-Task_Network_for_Remaining_Useful_Life_Prediction_With_Extreme_Long-Tailed_Distribution_Condition.pdf},
  publisher={IEEE}
}
@article{yang2025meta,
  title={Meta-knowledge random attention update network for few-shot and anti-noise remaining useful life prediction},
  author={Yang, Jing and Wang, Xiaomin and Zhang, Minglan and Liu, Lin and Li, Jiuyong},
  journal={Advanced Engineering Informatics},
  volume={65},
  pages={103358},
  year={2025},
  biburl    = {publication/1-s2.0-S1474034625002514-main.pdf},
  publisher={Elsevier}
}
@inproceedings{wang2025off,
  title={Off-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders},
  author={Wang, Haolin and Liu, Lin and Li, Jiuyong and Xu, Ziqi and Liu, Jixue and Cao, Zehong and Cheng, Debo},
  booktitle={Proceedings of the ACM on Web Conference 2025},
  pages={413--424},
    biburl    = {publication/3696410.3714924.pdf},
  year={2025}
}
@inproceedings{chen2025diffusion,
  title={Diffusion Models for Attribution},
  author={Chen, Xiongren and Li, Jiuyong and Liu, Jixue and Liu, Lin and Peters, Stefan and Le, Thuc Duy and Gao, Wentao and Du, Xiaojing and Walsh, Anthony},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={39},
  number={2},
  pages={2266--2274},
      biburl    = {publication/32226-Article Text-36294-1-2-20250410.pdf},
  year={2025}
}
@article{lu2025leveraging,
  title={Leveraging Channel Coherence in Long-Term iEEG Data for Seizure Prediction},
  author={Lu, Sha and Liu, Lin and Li, Jiuyong and Chambers, Jordan and Cook, Mark J and Grayden, David B},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2025},
        biburl    = {publication/Leveraging_Channel_Coherence_in_Long-Term_iEEG_Data_for_Seizure_Prediction.pdf},
  publisher={IEEE}
}
@article{pinero2025integrative,
  title={Integrative Multi-Omics Framework for Causal Gene Discovery in Long COVID},
  author={Pinero, Sindy and Li, Xiaomei and Liu, Lin and Li, Jiuyong and Lee, Sang Hong and Winter, Marnie and Nguyen, Thin and Zhang, Junpeng and Le, Thuc Duy},
  journal={medRxiv},
  pages={2025--02},
  year={2025},
  biburl    = {publication/2025.02.09.25321751.full.pdf},
  publisher={Cold Spring Harbor Laboratory Press}
}
@article{zhang2025disentangled,
  title={Disentangled contrastive learning for fair graph representations},
  author={Zhang, Guixian and Yuan, Guan and Cheng, Debo and Liu, Lin and Li, Jiuyong and Zhang, Shichao},
  journal={Neural Networks},
  volume={181},
  pages={106781},
  year={2025},
    biburl    = {publication/1-s2.0-S0893608024007056-main.pdf},
  publisher={Elsevier}
}
@article{deho2025still,
  title={Is it still fair? A comparative evaluation of fairness algorithms through the lens of covariate drift},
  author={Deho, Oscar Blessed and Bewong, Michael and Kwashie, Selasi and Li, Jiuyong and Liu, Jixue and Liu, Lin and Joksimovic, Srecko},
  journal={Machine Learning},
  volume={114},
  number={1},
  pages={8},
  year={2025},
      biburl    = {publication/s10994-024-06698-6.pdf},
  publisher={Springer}
}
@inproceedings{chen2024novel,
  title={A Novel Shadow Variable Catcher for Addressing Selection Bias in Recommendation Systems},
  author={Chen, Qingfeng and Wei, Boquan and Cheng, Debo and Li, Jiuyong and Liu, Lin and Zhang, Shichao},
  booktitle={2024 IEEE International Conference on Data Mining (ICDM)},
  pages={71--80},
  year={2024},
        biburl    = {publication/A_Novel_Shadow_Variable_Catcher_for_Addressing_Selection_Bias_in_Recommendation_Systems.pdf},
  organization={IEEE}
}
@inproceedings{dutelling,
  title={Telling Peer Direct Effects from Indirect Effects in Observational Network Data},
  author={Du, Xiaojing and Li, Jiuyong and Cheng, Debo and Liu, Lin and Gao, Wentao and Chen, Xiongren and Xu, Ziqi},
    biburl    = {publication/5354_Telling_Peer_Direct_Effec.pdf},
    year={2025},
  booktitle={Forty-second International Conference on Machine Learning}
}
@article{peng2025human,
  title={Human-Centred Design (HCD) in Enhancing Dementia Care Through Assistive Technologies: A Scoping Review},
  author={Peng, Fanke and Little, Kate and Liu, Lin},
  journal={Digital},
  volume={5},
  number={4},
  pages={51},
  year={2025},
      biburl    = {publication/digital-05-00051.pdf},
  publisher={MDPI}
}
@article{zhang2025learning,
  title={Learning label-specific features for multi-dimensional classification},
  author={Zhang, Zan and Zhou, Jialin and Yao, Jialu and Liu, Lin and Li, Jiuyong and Li, Lei and Wu, Xindong},
  journal={Pattern Recognition},
  pages={112365},
  year={2025},
        biburl    = {publication/1-s2.0-S003132032501026X-main.pdf},
  publisher={Elsevier}
}
@article{huang2025learning,
  title={Learning instrumental variable representation for debiasing in recommender systems},
  author={Huang, Zhirong and Zhang, Shichao and Cheng, Debo and Li, Jiuyong and Liu, Lin and Lu, Guangquan and Zhang, Guixian},
  journal={Neural Networks},
  pages={107977},
  year={2025},
          biburl    = {publication/1-s2.0-S0893608025008585-main.pdf},
  publisher={Elsevier}
}
@inproceedings{gao2025deconfounding,
  title={Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction},
  author={Gao, Wentao and Li, Jiuyong and Cheng, Debo and Liu, Lin and Liu, Jixue and Le, Thuc and Du, Xiaojing and Chen, Xiongren and Chen, Yun and Zhao, Yanchang},
  booktitle={Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence},
  pages={9638--9646},
            biburl    = {publication/583.pdf},
  year={2025}
}
@inproceedings{huang2025interaction,
  title={Interaction-data-guided conditional instrumental variables for debiasing recommender systems},
  author={Huang, Zhirong and Cheng, Debo and Liu, Lin and Li, Jiuyong and Lu, Guangquan and Zhang, Shichao},
  booktitle={Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence},
  pages={2955--2963},
              biburl    = {publication/0329.pdf},
  year={2025}
}
@article{furqon2025time,
  title={Time and frequency synergy for source-free time-series domain adaptations},
  author={Furqon, Muhammad Tanzil and Pratama, Mahardhika and Shiddiqi, Ary and Liu, Lin and Habibullah, Habibullah and Dogancay, Kutluyil},
  journal={Information Sciences},
  volume={695},
  pages={121734},
  year={2025},
                biburl    = {publication/1-s2.0-S0020025524016487-main.pdf},
  publisher={Elsevier}
}
@ARTICLE{10856361,
  author={Li, Xiaomei and Liu, Lin and Li, Jiuyong and Le, Thuc Duy},
  journal={IEEE Transactions on Computational Biology and Bioinformatics}, 
  title={Stable Breast Cancer Prognosis}, 
  year={2025},
  volume={22},
  number={2},
  pages={721-731},
  biburl    = {publication/Stable_Breast_Cancer_Prognosis.pdf}
}
@article{liu5320563rethinking,
  title={Rethinking Fair Graph Representation Learning Via Structural Rebalancing},
  author={Liu, Chuxun and Cheng, Debo and Chen, Qingfeng and Li, Jiuyong and Liu, Lin and Hu, Rongyao},
    biburl    = {publication/ssrn-5320563.pdf},
    year={2025},
  journal={Available at SSRN 5320563}
}
@inproceedings{ma2025prol,
  title={PROL: Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning},
  author={Ma'sum, M Anwar and Pratama, Mahardhika and Ramasamy, Savitha and Liu, Lin and Habibullah, Habibullah and Kowalczyk, Ryszard},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={2471--2481},
  year={2025},
      biburl    = {publication/Masum_PROL__Rehearsal_Free_Continual_Learning_in_Streaming_Data_via_ICCV_2025_paper.pdf},
  year={2025}
}
@inproceedings{ma2025vision,
  title={Vision and language synergy for rehearsal free continual learning},
  author={Ma'sum, Muhammad Anwar and Pratama, Mahardhika and Ramasamy, Savitha and Liu, Lin and Habibullah, Habibullah and Kowalczyk, Ryszard},
  booktitle={The Thirteenth International Conference on Learning Representations},
      biburl    = {publication/6684_Vision_and_Language_Syner.pdf},
  year={2025}
}
@inproceedings{ma2025federated,
  title={Federated Few-Shot Class-Incremental Learning},
  author={Ma'sum, Muhammad Anwar and Pratama, Mahardhika and Liu, Lin and Habibullah, Habibullah and Kowalczyk, Ryszard},
  booktitle={The Thirteenth International Conference on Learning Representations},
        biburl    = {publication/6715_Federated_Few_Shot_Class_.pdf},
  year={2025}
}
@article{amente2025disentangling,
  title={Disentangling horizontal and vertical Pleiotropy in genetic correlation estimation: introducing the HVP model},
  author={Amente, Lamessa Dube and Mills, Natalie T and Le, Thuc Duy and Hypp{\"o}nen, Elina and Lee, S Hong},
  journal={Human Genetics},
  pages={1--16},
  year={2025},
          biburl    = {publication/s00439-025-02762-w.pdf},
  publisher={Springer}
}
@article{amente2025latent,
  title={A latent outcome variable approach for Mendelian randomization using the stochastic expectation maximization algorithm},
  author={Amente, Lamessa Dube and Mills, Natalie T and Le, Thuc Duy and Hypp{\"o}nen, Elina and Lee, S Hong},
  journal={Human Genetics},
  volume={144},
  number={5},
  pages={559--574},
  year={2025},
  biburl    = {publication/s00439-025-02739-9.pdf},
  publisher={Springer}
}
@article{dao2025crosstalk,
  title={Crosstalk between genomic variants and DNA methylation in FLT3 mutant acute myeloid leukemia},
  author={Dao, Bac and Trinh, Van Ngu and Nguyen, Huy V and Nguyen, Hoa L and Le, Thuc Duy and Luu, Phuc Loi},
  journal={Briefings in Functional Genomics},
  volume={24},
  pages={elae028},
  year={2025},
    biburl    = {publication/elae028.pdf},
  publisher={Oxford University Press}
}
@inproceedings{louw2025local,
  title={Local and Global Interpretation of Flotation Recovery Predictive Machine Learning Models},
  author={Louw, Kirsten and Liu, Jixue and Asamoah, Richmond},
  booktitle={International Copper Conference},
  pages={1689--1702},
  year={2025},
      biburl    = {publication/978-3-032-00102-3_157.pdf},
  organization={Springer}
}
@article{lartey2025interpretable,
  title={An interpretable and generalised machine learning model for predicting flotation performance},
  author={Lartey, Clement and Asamoah, Richmond K and Greet, Christopher and Zanin, Massimiliano and Liu, Jixue},
  journal={Minerals Engineering},
  volume={232},
  pages={109492},
  year={2025},
        biburl    = {publication/1-s2.0-S0892687525003206-main.pdf},
  publisher={Elsevier}
}
  
%2025.15.01

@inproceedings{guo2024fedcsl,
    title={FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning},
    author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Jiuyong},
    booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
    biburl    = {publication/29113-Article Text-33167-1-2-20240324.pdf},
    volume={38},
    number={11},
    pages={12235--12243},
    biburl    = {publication/s10115-023-02003-4.pdf},
    year={2024}
  }

@inproceedings{cheng2024instrumental,
    title={Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders},
    author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Liu, Jixue and Gao, Wentao and Le, Thuc Duy},
    booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
    biburl    = {publication/29029-Article Text-33083-1-2-20240324 (1).pdf},
    volume={38},
    number={10},
    pages={11480--11488},
    biburl    = {publication/29029-Article Text-33083-1-2-20240324 (5).pdf},
    year={2024}
  }
  
  @article{liu2024fairmod,
    title={Fairmod: making predictions fair in multiple protected attributes},
    author={Liu, Jixue and Li, Jiuyong and Liu, Lin and Le, Thuc and Ye, Feiyue and Li, Gefei},
    journal={Knowledge and Information Systems},
    volume={66},
    number={3},
    pages={1861--1884},
    biburl    = {publication/s10115-023-02003-4.pdf},
    year={2024},
    publisher={Springer}
  }

@inproceedings{park2023causal,
    title={Causal Disentanglement for Adversarial Defense},
    author={Park, Ji-Young and Liu, Lin and Liu, Jixue and Li, Jiuyong},
    booktitle={Australasian Joint Conference on Artificial Intelligence},
    pages={315--327},
    year={2023},
    biburl    = {publication/978-981-99-8388-9_26.pdf},
    organization={Springer}
  }

@article{cheng2024disentangled,
    title={Disentangled Representation Learning for Causal Inference With Instruments},
    author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Xu, Ziqi and Zhang, Weijia and Liu, Jixue and Le, Thuc Duy},
    journal={IEEE Transactions on Neural Networks and Learning Systems},
    year={2024},
    biburl    = {publication/Disentangled_Representation_Learning_for_Causal_Inference_With_Instruments.pdf},
    publisher={IEEE}
  }

@inproceedings{dzakpasu2024improving,
    title={Improving Intersectional Group Fairness Using Conditional Generative Adversarial Network and Transfer Learning},
    author={Dzakpasu, David Quashigah and Liu, Jixue and Li, Jiuyong and Liu, Lin},
    booktitle={Australasian Joint Conference on Artificial Intelligence},
    pages={139--153},
    biburl    = {publication/978-981-96-0348-0_11.pdf},
    year={2024},
    organization={Springer}
  }

@inproceedings{gao2024tsi,
    title={TSI: A Multi-view Representation Learning Approach for Time Series Forecasting},
    author={Gao, Wentao and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy and Cheng, Debo and Zhao, Yanchang and Chen, Yun},
    booktitle={Australasian Joint Conference on Artificial Intelligence},
    pages={291--302},
    year={2024},
    biburl    = {publication/978-981-96-0348-0_21.pdf},
    organization={Springer}
  }

@inproceedings{dzakpasu2024integrating,
    title={Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness},
    author={Dzakpasu, David Quashigah and Liu, Jixue and Li, Jiuyong and Liu, Lin},
    booktitle={Proceedings of the 33rd ACM International Conference on Information and Knowledge Management},
    pages={560--569},
    biburl    = {publication/3627673.3679802.pdf},
    year={2024}
  }

@article{zhang2024scanning,
    title={Scanning sample-specific miRNA regulation from bulk and single-cell RNA-sequencing data},
    author={Zhang, Junpeng and Liu, Lin and Wei, Xuemei and Zhao, Chunwen and Luo, Yanbi and Li, Jiuyong and Le, Thuc Duy},
    journal={BMC biology},
    volume={22},
    number={1},
    pages={218},
    year={2024},
    biburl    = {publication/s12915-024-02020-x.pdf},
    publisher={Springer}
  }

@article{guo2024progressive,
    title={Progressive skeleton learning for effective local-to-global causal structure learning},
    author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Jiuyong and Liang, Jiye and Cao, Fuyuan and Wu, Xindong},
    journal={IEEE Transactions on Knowledge and Data Engineering},
    year={2024},
    biburl    = {publication/Progressive_Skeleton_Learning_for_Effective_Local-to-Global_Causal_Structure_Learning.pdf},
    publisher={IEEE}
  }

@article{zhao2024cross,
    title={Cross-sensor transfer learning for fire smoke scene detection using variable-bands multi-spectral satellite imagery aided by spectral patterns},
    author={Zhao, Liang and Liu, Jixue and Peters, Stefan and Li, Jiuyong and Mueller, Norman and Oliver, Simon},
    journal={International Journal of Remote Sensing},
    volume={45},
    number={10},
    pages={3332--3348},
    year={2024},
    biburl    = {publication/Cross-sensor transfer learning for fire smoke scene detection using variable-bands multi-spectral satellite imagery aided by spectral patterns.pdf},
    publisher={Taylor \& Francis}
  }

@article{lu2024onboard,
    title={Onboard AI for Fire Smoke Detection using Hyperspectral Imagery: an Emulation for the Upcoming Kanyini Hyperscout-2 Mission},
    author={Lu, Sha and Jones, Eriita and Zhao, Liang and Sun, Yu and Qin, Kai and Liu, Jixue and Li, Jiuyong and Abeysekara, Prabath and Mueller, Norman and Oliver, Simon and others},
    journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
    year={2024},
    biburl    = {publication/Onboard_AI_for_Fire_Smoke_Detection_Using_Hyperspectral_Imagery_An_Emulation_for_the_Upcoming_Kanyini_Hyperscout-2_Mission.pdf},
    publisher={IEEE}
  }

@article{zhao2024learning,
    title={Learning class-specific spectral patterns to improve deep learning-based scene-level fire smoke detection from multi-spectral satellite imagery},
    author={Zhao, Liang and Liu, Jixue and Peters, Stefan and Li, Jiuyong and Mueller, Norman and Oliver, Simon},
    journal={Remote Sensing Applications: Society and Environment},
    volume={34},
    pages={101152},
    year={2024},
    biburl    = {publication/1-s2.0-S2352938524000168-main.pdf},
    publisher={Elsevier}
  }

@inproceedings{guo2024fedcsl,
    title={FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning},
    author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Jiuyong},
    booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
    volume={38},
    number={11},
    pages={12235--12243},
    biburl    = {publication/29113-Article Text-33167-1-2-20240324.pdf},
    year={2024}
  }

@article{cheng2024efficient,
    title={An Efficient Matching Method for Causal Inference Using Sufficient Dimension Reduction},
    author={Cheng, Debo and Xie, Yang and Li, Jiuyong and Liu, Lin and Zhao, Haoran and Zhang, Yinghao and Feng, Zaiwen},
    biburl    = {publication/v1_covered_d22ea166-d519-47eb-811c-9056e604c5b5.pdf},
    year={2024}
  }

@article{zhang2024partial,
    title={Partial Label Feature Selection: An Adaptive Approach},
    author={Zhang, Zan and Yao, Jialu and Liu, Lin and Li, Jiuyong and Li, Lei and Wu, Xindong},
    journal={IEEE Transactions on Knowledge and Data Engineering},
    year={2024},
    biburl    = {publication/Partial_Label_Feature_Selection_An_Adaptive_Approach.pdf},
    publisher={IEEE}
  }

@article{cheng2024data,
    title={Data-driven causal effect estimation based on graphical causal modelling: A survey},
    author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy},
    journal={ACM Computing Surveys},
    volume={56},
    number={5},
    pages={1--37},
    year={2024},
    biburl    = {publication/s10115-023-02003-4.pdf},
    publisher={ACM New York, NY}
  }

@article{deho2024past,
    title={When the past!= the future: Assessing the Impact of Dataset Drift on the Fairness of Learning Analytics Models},
    author={Deho, Oscar Blessed and Liu, Lin and Li, Jiuyong and Liu, Jixue and Zhan, Chen and Joksimovic, Srecko},
    journal={IEEE Transactions on Learning Technologies},
    year={2024},
    biburl    = {publication/When_the_Past__The_Future_Assessing_the_Impact_of_Dataset_Drift_on_the_Fairness_of_Learning_Analytics_Models.pdf},
    publisher={IEEE}
  }

@inproceedings{chen2023improve,
    title={Improve interpretability of Information Bottlenecks for Attribution with Layer-wise Relevance Propagation},
    author={Chen, Xiongren and Li, Jiuyong and Liu, Jixue and Peters, Stefan and Liu, Lin and Le, Thuc Duy and Walsh, Anthony},
    booktitle={2023 IEEE International Conference on Big Data (BigData)},
    pages={1064--1069},
    biburl    = {publication/Improve_interpretability_of_Information_Bottlenecks_for_Attribution_with_Layer-wise_Relevance_Propagation.pdf},
    year={2023},
    organization={IEEE}
  }

@inproceedings{ma2024pip,
    title={PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning},
    author={Ma'sum, Muhammad Anwar and Pratama, Mahardhika and Ramasamy, Savitha and Liu, Lin and Habibullah, Habibullah and Kowalczyk, Ryszard},
    booktitle={Proceedings of the 33rd ACM International Conference on Information and Knowledge Management},
    pages={1670--1679},
    biburl    = {publication/3627673.3679794.pdf},
    year={2024}
  }

@article{ma2024unsupervised,
    title={Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification},
    author={Ma’sum, Muhammad Anwar and Pratama, Mahardhika and Savitha, Ramasamy and Liu, Lin and Kowalczyk, Ryszard and others},
    journal={IEEE Transactions on Geoscience and Remote Sensing},
    year={2024},
    biburl    = {publication/Unsupervised_Few-Shot_Continual_Learning_for_Remote_Sensing_Image_Scene_Classification.pdf},
    publisher={IEEE}
  }

@article{furqon2024mixup,
    title={Mixup domain adaptations for dynamic remaining useful life predictions},
    author={Furqon, Muhammad and Pratama, Mahardhika and Liu, Lin and Habibullah, Habibullah and Dogancay, Kutluyil},
    journal={Knowledge-Based Systems},
    volume={295},
    pages={111783},
    biburl    = {publication/1-s2.0-S0950705124004179-main.pdf},
    year={2024},
    publisher={Elsevier}
  }

@article{ma2024few,
    title={Few-shot continual learning via flat-to-wide approaches},
    author={Ma’sum, Muhammad Anwar and Pratama, Mahardhika and Lughofer, Edwin and Liu, Lin and Kowalczyk, Ryszard and others},
    journal={IEEE Transactions on Neural Networks and Learning Systems},
    year={2024},
    biburl    = {publication/Few-Shot_Continual_Learning_via_Flat-to-Wide_Approaches.pdf},
    publisher={IEEE}
  }

@article{ma2024dynamic,
    title={Dynamic Long-Term Time-Series Forecasting via Meta Transformer Networks},
    author={Ma'sum, Muhammad Anwar and Sarkar, Rasel and Pratama, Mahardhika and Ramasamy, Savitha and Anavatti, Sreenatha and Liu, Lin and Kowalczyk, Ryszard and others},
    journal={IEEE Transactions on Artificial Intelligence},
    year={2024},
    biburl    = {publication/Dynamic_Long-Term_Time-Series_Forecasting_via_Meta_Transformer_Networks.pdf},
    publisher={IEEE}
  }

@inproceedings{tabassum2023many,
    title={How Many Features Do We Need to Identify Bots on Twitter?},
    author={Tabassum, Fatima and Mubarak, Sameera and Liu, Lin and Du, Jia Tina},
    booktitle={International Conference on Information},
    pages={312--327},
    biburl    = {publication/978-3-031-28035-1_22.pdf},
    year={2023},
    organization={Springer}
  }

@inproceedings{lin2024robust,
      title={Robust covid-19 detection in ct images with clip},
      author={Lin, Li and Krubha, Yamini Sri and Yang, Zhenhuan and Ren, Cheng and Le, Thuc Duy and Amerini, Irene and Wang, Xin and Hu, Shu},
      booktitle={2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
      pages={586--592},
      biburl    = {publication/Robust_COVID-19_Detection_in_CT_Images_with_CLIP.pdf},
      year={2024},
      organization={IEEE}
    }

@article{amente2024latent,
    title={A latent outcome variable approach for Mendelian randomization using the expectation maximization algorithm},
    author={Amente, Lamessa Dube and Mills, Natalie T and Le, Thuc Duy and Hypponen, Elina and Lee, Sang Hong},
    journal={medRxiv},
    pages={2024--08},
    biburl    = {publication/2024.08.24.24312485v1.full.pdf},
    year={2024},
    publisher={Cold Spring Harbor Laboratory Press}
  }

@article{amente2024unraveling,
    title={Unraveling phenotypic variance in metabolic syndrome through multi-omics},
    author={Amente, Lamessa Dube and Mills, Natalie T and Le, Thuc Duy and Hypp{\"o}nen, Elina and Lee, S Hong},
    journal={Human Genetics},
    volume={143},
    number={1},
    pages={35--47},
    biburl    = {publication/s00439-023-02619-0.pdf},
    year={2024},
    publisher={Springer}
  }

@inproceedings{le2023kdd,
      title={The KDD'23 Workshop on Causal Discovery, Prediction and Decision (CDPD 2023)},
      author={Le, Thuc Duy},
      booktitle={Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
      pages={5865--5866},
      biburl    = {publication/3580305.3599204.pdf},
      year={2023}
    }

%2024.01.23

@article{liu2023fairmod,
        title={Fairmod: making predictions fair in multiple protected attributes},
        author={Liu, Jixue and Li, Jiuyong and Liu, Lin and Le, Thuc and Ye, Feiyue and Li, Gefei},
        journal={Knowledge and Information Systems},
        pages={1--24},
        biburl    = {publication/s10115-023-02003-4.pdf},
        year={2023},
        publisher={Springer}
      }

@article{zhang2023pan,
        title={Pan-cancer characterization of ncRNA synergistic competition uncovers potential carcinogenic biomarkers},
        author={Zhang, Junpeng and Liu, Lin and Wei, Xuemei and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Le, Thuc Duy},
        journal={PLOS Computational Biology},
        volume={19},
        number={10},
        pages={e1011308},
        biburl    = {publication/journal.pcbi.1011308.pdf},
        year={2023},
        publisher={Public Library of Science San Francisco, CA USA}
      }

@inproceedings{tran2023stabilising,
        title={Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Li, Xiaomei and Liu, Jixue and Waters, Tony},
        booktitle={Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
        pages={4970--4980},
        biburl    = {publication/3580305.3599908.pdf},
        year={2023}
      }

@inproceedings{deho2023assessing,
        title={Assessing the Fairness of Course Success Prediction Models in the Face of (Un) equal Demographic Group Distribution},
        author={Deho, Oscar Blessed and Joksimovic, Srecko and Liu, Lin and Li, Jiuyong and Zhan, Chen and Liu, Jixue},
        booktitle={Proceedings of the Tenth ACM Conference on Learning@ Scale},
        pages={48--58},
        biburl    = {publication/3573051.3593381.pdf},
        year={2023}
      }

@article{tran2023personalized,
        title={Personalized Interventions to Increase the Employment Success of People with Disability},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Liu, Jixue and Zhao, Yanchang and Waters, Tony},
        journal={IEEE Transactions on Big Data},
        biburl    = {publication/Personalized_Interventions_to_Increase_the_Employment_Success_of_People_With_Disability.pdf},
        year={2023},
        publisher={IEEE}
      }

@inproceedings{cheng2023causal,
        title={Causal inference with conditional instruments using deep generative models},
        author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy},
        booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
        biburl    = {publication/25869-Article Text-29932-1-2-20230626.pdf},
        volume={37},
        number={6},
        pages={7122--7130},
        year={2023}
      }
    
    @inproceedings{cheng2023learning,
        title={Learning Conditional Instrumental Variable Representation for Causal Effect Estimation},
        author={Cheng, Debo and Xu, Ziqi and Li, Jiuyong and Liu, Lin and Le, Thuc Duy and Liu, Jixue},
        booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
        biburl    = {publication/2306.12453v1.pdf},
        pages={525--540},
        year={2023},
        organization={Springer}
      }

@inproceedings{xu2023disentangled,
          title={Disentangled representation with causal constraints for counterfactual fairness},
          author={Xu, Ziqi and Liu, Jixue and Cheng, Debo and Li, Jiuyong and Liu, Lin and Wang, Ke},
          booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
          biburl    = {publication/2208.09147v2.pdf},
          pages={471--482},
          year={2023},
          organization={Springer}
        }

@article{guo2023adaptive,
          title={Adaptive skeleton construction for accurate DAG learning},
          author={Guo, Xianjie and Yu, Kui and Liu, Lin and Li, Peipei and Li, Jiuyong},
          journal={IEEE Transactions on Knowledge and Data Engineering},
          biburl    = {publication/Adaptive_Skeleton_Construction_for_Accurate_DAG_Learning.pdf},
          year={2023},
          publisher={IEEE}
      }

@article{cheng2023discovering,
        title={Discovering ancestral instrumental variables for causal inference from observational data},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Yu, Kui and Le, Thuc Duy and Liu, Jixue},
        journal={IEEE Transactions on Neural Networks and Learning Systems},
        biburl    = {publication/Discovering_Ancestral_Instrumental_Variables_for_Causal_Inference_From_Observational_Data.pdf},
        year={2023},
        publisher={IEEE}
      }

@article{li2023causal,
        title={Causal heterogeneity discovery by bottom-up pattern search for personalised decision making},
        author={Li, Jiuyong and Liu, Lin and Zhang, Shisheng and Ma, Saisai and Le, Thuc Duy and Liu, Jixue},
        journal={Applied Intelligence},
        biburl    = {publication/Causal_heterogeneity_discovery_by_bottom-up_patter.pdf},
        volume={53},
        number={7},
        pages={8180--8194},
        year={2023},
        publisher={Springer}
      }
      
      @article{bewong2023datm,
        title={DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text},
        author={Bewong, Michael and Wondoh, John and Kwashie, Selasi and Liu, Jixue and Liu, Lin and Li, Jiuyong and Islam, Md Zahidul and Kernot, David},
        journal={IEEE Access},
        volume={11},
        pages={32826--32841},
        biburl    = {publication/DATM_A_Novel_Data_Agnostic_Topic_Modeling_Technique_With_Improved_Effectiveness_for_Both_Short_and_Long_Text.pdf},
        year={2023},
        publisher={IEEE}
      }

@article{zhang2023integrating,
        title={Integrating Global and Local Feature Selection for Multi-Label Learning},
        author={Zhang, Zan and Liu, Lin and Li, Jiuyong and Wu, Xindong},
        journal={ACM Transactions on Knowledge Discovery from Data},
        biburl    = {publication/3532190.pdf},
        volume={17},
        number={1},
        pages={1--37},
        year={2023},
        publisher={ACM New York, NY}
      }

@inproceedings{xu2023disentangled,
        title={Disentangled representation for causal mediation analysis},
        author={Xu, Ziqi and Cheng, Debo and Li, Jiuyong and Liu, Jixue and Liu, Lin and Wang, Ke},
        booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
        biburl    = {publication/26266-Article Text-30329-1-2-20230626.pdf},
        volume={37},
        number={9},
        pages={10666--10674},
        year={2023}
      }
      
      @article{zhang2023scanning,
        title={Scanning sample-specific miRNA regulation from bulk and single-cell RNA-sequencing data},
        author={Zhang, Junpeng and Liu, Lin and Wei, Xuemei and Zhao, Chunwen and Luo, Yanbi and Li, Jiuyong and Le, Thuc Duy},
        journal={bioRxiv},
        biburl    = {publication/2023.08.21.554111v1.full.pdf},
        pages={2023--08},
        year={2023},
        publisher={Cold Spring Harbor Laboratory}
      }

@article{zhang2023multi,
        title={Multi-label feature selection via adaptive label correlation estimation},
        author={Zhang, Zan and Zhang, Zhe and Yao, Jialu and Liu, Lin and Li, Jiuyong and Wu, Gongqing and Wu, Xindong},
        journal={ACM Transactions on Knowledge Discovery from Data},
        biburl    = {publication/3604560.pdf},
        year={2023},
        publisher={ACM New York, NY}
      }

@inproceedings{tran2022decision,
        title={Decision Support for Disability Employment using Counterfactual Survival Analysis},
        author={Tran, Ha Xuan and Le, Thuc Duy and Li, Jiuyong and Liu, Lin and Liu, Jixue and Zhao, Yanchang and Waters, Tony},
        booktitle={2022 IEEE International Conference on Big Data (Big Data)},
        biburl    = {publication/Decision_Support_for_Disability_Employment_using_Counterfactual_Survival_Analysis.pdf},
        pages={2103--2112},
        year={2022},
        organization={IEEE}
      }

@inproceedings{park2022randomize,
        title={Randomize Adversarial Defense in a Light Way},
        author={Park, Ji-Young and Liu, Lin and Liu, Jixue and Li, Jiuyong},
        booktitle={2022 IEEE International Conference on Big Data (Big Data)},
        biburl    = {publication/Randomize_Adversarial_Defense_in_a_Light_Way.pdf},
        pages={1080--1089},
        year={2022},
        organization={IEEE}
      }

@article{deho2022should,
        title={Should learning analytics models include sensitive attributes? Explaining the why},
        author={Deho, Oscar Blessed and Joksimovic, Srecko and Li, Jiuyong and Zhan, Chen and Liu, Jixue and Liu, Lin},
        journal={IEEE Transactions on Learning Technologies},
        biburl    = {publication/Should_Learning_Analytics_Models_Include_Sensitive_Attributes_Explaining_the_Why.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{ling2022causal,
        title={Causal learner: A toolbox for causal structure and markov blanket learning},
        author={Ling, Zhaolong and Yu, Kui and Zhang, Yiwen and Liu, Lin and Li, Jiuyong},
        journal={Pattern Recognition Letters},
        biburl    = {publication/1-s2.0-S0167865522002914-main.pdf},
        volume={163},
        pages={92--95},
        year={2022},
        publisher={Elsevier}
      }

@article{cheng2022local,
        title={Local search for efficient causal effect estimation},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Zhang, Jiji and Liu, Jixue and Le, Thuc Duy},
        journal={IEEE Transactions on Knowledge and Data Engineering},
        biburl    = {publication/Local_Search_for_Efficient_Causal_Effect_Estimation.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{liu2022fastopm,
        title={FastOPM—A practical method for partial match of time series},
        author={Liu, Jixue and Li, Jiuyong and Liu, Lin},
        journal={Pattern Recognition},
        biburl    = {publication/1-s2.0-S0031320322002898-main.pdf},
        volume={130},
        pages={108808},
        year={2022},
        publisher={Elsevier}
      }

@inproceedings{deho2022assessing,
        title={Assessing the causal impact of online instruction due to covid-19 on students’ grades and its aftermath on grade prediction models},
        author={Deho, Oscar Blessed and Liu, Lin and Joksimovic, Srecko and Li, Jiuyong and Zhan, Chen and Liu, Jixue},
        booktitle={Proceedings of the 2022 ACM Conference on Information Technology for Social Good},
        biburl    = {publication/3524458.3547232.pdf},
        pages={32--38},
        year={2022}
      }

@article{cheng2024data,
        title={Data-driven causal effect estimation based on graphical causal modelling: A survey},
        author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Liu, Jixue and Le, Thuc Duy},
        journal={ACM Computing Surveys},
        volume={56},
        number={5},
        pages={1--37},
        biburl    = {publication/3636423.pdf},
        year={2024},
        publisher={ACM New York, NY}
      }

@article{li2022identifying,
        title={Identifying preeclampsia-associated genes using a control theory method},
        author={Li, Xiaomei and Liu, Lin and Whitehead, Clare and Li, Jiuyong and Thierry, Benjamin and Le, Thuc D and Winter, Marnie},
        journal={Briefings in Functional Genomics},
        biburl    = {publication/elac006.pdf},
        volume={21},
        number={4},
        pages={296--309},
        year={2022},
        publisher={Oxford University Press}
      }

@article{guo2022causal,
        title={Causal feature selection with dual correction},
        author={Guo, Xianjie and Yu, Kui and Liu, Lin and Cao, Fuyuan and Li, Jiuyong},
        journal={IEEE Transactions on Neural Networks and Learning Systems},
        biburl    = {publication/Causal_Feature_Selection_With_Dual_Correction.pdf},
        year={2022},
        publisher={IEEE}
      }

@article{zhang2022time,
        title={Time to infer miRNA sponge modules},
        author={Zhang, Junpeng and Liu, Lin and Xu, Taosheng and Zhang, Wu and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
        journal={Wiley Interdisciplinary Reviews: RNA},
        biburl    = {publication/WIREs RNA - 2021 - Zhang - Time to infer miRNA sponge modules.pdf},
        volume={13},
        number={2},
        pages={e1686},
        year={2022},
        publisher={Wiley Online Library}
      }
    
      @article{zhang2022mirsponger,
        title={miRspongeR 2.0: an enhanced R package for exploring miRNA sponge regulation},
        author={Zhang, Junpeng and Liu, Lin and Zhang, Wu and Li, Xiaomei and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Le, Thuc Duy},
        journal={Bioinformatics Advances},
        biburl    = {publication/vbac063.pdf},
        volume={2},
        number={1},
        pages={vbac063},
        year={2022},
        publisher={Oxford University Press}
      }

@inproceedings{lu2021divide,
        title={Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency},
        author={Lu, Sha and Liu, Lin and Li, Jiuyong and Le, Thuc Duy and Liu, Jixue},
        booktitle={2021 IEEE International Conference on Big Knowledge (ICBK)},
        biburl    = {publication/Divide_and_Conquer_Targeted_Adversary_Detection_using_Proximity_and_Dependency.pdf},
        pages={125--132},
        year={2021},
        organization={IEEE}
      }

%2022.08.15
    @article{li2022causal,
      title={Causal heterogeneity discovery by bottom-up pattern search for personalised decision making},
      author={Li, Jiuyong and Liu, Lin and Zhang, Shisheng and Ma, Saisai and Le, Thuc Duy and Liu, Jixue},
      journal={Applied Intelligence},
      pages={1--15},
      year={2022},
      url       = {https://doi.org/10.1007/s10489-022-03860-2},
      biburl    = {publication/s10489-022-03860-2.pdf},
      publisher={Springer}
    }

@article{DBLP:journals/bjet/DehoZLLLL22,
      author    = {Oscar Blessed Deho and
                   Chen Zhan and
                   Jiuyong Li and
                   Jixue Liu and
                   Lin Liu and
                   Thuc Duy Le},
      title     = {How do the existing fairness metrics and unfairness mitigation algorithms
                   contribute to ethical learning analytics?},
      journal   = {Br. J. Educ. Technol.},
      volume    = {53},
      number    = {4},
      pages     = {822--843},
      year      = {2022},
      url       = {https://doi.org/10.1111/bjet.13217},
      doi       = {10.1111/bjet.13217},
      timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
      biburl    = {publication/Brit J Educational Tech - 2022 - Deho - How do the existing fairness metrics and unfairness mitigation algorithms.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/datamine/ChengLLLLY22,
      author    = {Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Thuc Duy Le and
                   Jixue Liu and
                   Kui Yu},
      title     = {Sufficient dimension reduction for average causal effect estimation},
      journal   = {Data Min. Knowl. Discov.},
      volume    = {36},
      number    = {3},
      pages     = {1174--1196},
      year      = {2022},
      url       = {https://doi.org/10.1007/s10618-022-00832-5},
      doi       = {10.1007/s10618-022-00832-5},
      timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
      biburl    = {publication/s10618-022-00832-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/remotesensing/ZhaoLPLOM22,
      author    = {Liang Zhao and
                   Jixue Liu and
                   Stefan Peters and
                   Jiuyong Li and
                   Simon Oliver and
                   Norman Mueller},
      title     = {Investigating the Impact of Using {IR} Bands on Early Fire Smoke Detection
                   from Landsat Imagery with a Lightweight {CNN} Model},
      journal   = {Remote. Sens.},
      volume    = {14},
      number    = {13},
      pages     = {3047},
      year      = {2022},
      url       = {https://doi.org/10.3390/rs14133047},
      doi       = {10.3390/rs14133047},
      timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
      biburl    = {publication/remotesensing-14-03047-v4.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkdd/LingYLLZW22,
      author    = {Zhaolong Ling and
                   Kui Yu and
                   Lin Liu and
                   Jiuyong Li and
                   Yiwen Zhang and
                   Xindong Wu},
      title     = {PSL: An Algorithm for Partial Bayesian Network Structure Learning},
      journal   = {{ACM} Trans. Knowl. Discov. Data},
      volume    = {16},
      number    = {5},
      pages     = {93:1--93:25},
      year      = {2022},
      url       = {https://doi.org/10.1145/3508071},
      doi       = {10.1145/3508071},
      timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
      biburl    = {publication/3508071.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ijcai/ChengLLZLL22,
      author    = {Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Jiji Zhang and
                   Thuc Duy Le and
                   Jixue Liu},
      editor    = {Luc De Raedt},
      title     = {Ancestral Instrument Method for Causal Inference without Complete
                   Knowledge},
      booktitle = {Proceedings of the Thirty-First International Joint Conference on
                   Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
                   2022},
      pages     = {4843--4849},
      publisher = {ijcai.org},
      year      = {2022},
      url       = {https://doi.org/10.24963/ijcai.2022/671},
      doi       = {10.24963/ijcai.2022/671},
      timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
      biburl    = {publication/0671.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/TranLL0LZW22,
      author    = {Ha Xuan Tran and
                   Thuc Duy Le and
                   Jiuyong Li and
                   Lin Liu and
                   Jixue Liu and
                   Yanchang Zhao and
                   Tony Waters},
      editor    = {Aidong Zhang and
                   Huzefa Rangwala},
      title     = {What is the Most Effective Intervention to Increase Job Retention
                   for this Disabled Worker?},
      booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                   and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
      pages     = {3981--3991},
      publisher = {{ACM}},
      year      = {2022},
      url       = {https://doi.org/10.1145/3534678.3539026},
      doi       = {10.1145/3534678.3539026},
      timestamp = {Mon, 15 Aug 2022 10:14:00 +0200},
      biburl    = {publication/3534678.3539026.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/TranLLLLZW22,
      author    = {Ha Xuan Tran and
                   Thuc Duy Le and
                   Jiuyong Li and
                   Lin Liu and
                   Jixue Liu and
                   Yanchang Zhao and
                   Tony Waters},
      editor    = {Jo{\~{a}}o Gama and
                   Tianrui Li and
                   Yang Yu and
                   Enhong Chen and
                   Yu Zheng and
                   Fei Teng},
      title     = {Recommending Personalized Interventions to Increase Employability
                   of Disabled Jobseekers},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
                   Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
                   Part {III}},
      series    = {Lecture Notes in Computer Science},
      volume    = {13282},
      pages     = {92--104},
      publisher = {Springer},
      year      = {2022},
      url       = {publication/Tran2022_Chapter_RecommendingPersonalizedInterv.pdf},
      doi       = {10.1007/978-3-031-05981-0\_8},
      timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/TranLLLLZW22.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/XuXLCLLW22,
      author    = {Zhenlong Xu and
                   Ziqi Xu and
                   Jixue Liu and
                   Debo Cheng and
                   Jiuyong Li and
                   Lin Liu and
                   Ke Wang},
      editor    = {Jo{\~{a}}o Gama and
                   Tianrui Li and
                   Yang Yu and
                   Enhong Chen and
                   Yu Zheng and
                   Fei Teng},
      title     = {Assessing Classifier Fairness with Collider Bias},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
                   Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
                   Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {13281},
      pages     = {262--276},
      publisher = {Springer},
      year      = {2022},
      url       = {publication/978-3-031-05936-0_21.pdf},
      doi       = {10.1007/978-3-031-05936-0\_21},
      timestamp = {Wed, 18 May 2022 18:07:47 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/XuXLCLLW22.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csur/ZhangLL22,
      author    = {Weijia Zhang and Jiuyong Li and Lin Liu},
      title     = {A Unified Survey of Treatment Effect Heterogeneity Modelling and Uplift Modelling},
      journal   = {{ACM} Comput. Surv.},
      volume    = {54},
      number    = {8},
      pages     = {162:1--162:36},
      year      = {2022},
      url       = {https://doi.org/10.1145/3466818},
      doi       = {10.1145/3466818},
      timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3466818.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{cheng2022toward,
      title={Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden Variables},
      author={Cheng, Debo and Li, Jiuyong and Liu, Lin and Yu, Kui and Le, Thuc Duy and Liu, Jixue},
      journal={IEEE Transactions on Neural Networks and Learning Systems},
      year={2022},
      url       = {https://ieeexplore.ieee.org/abstract/document/9674196},
      biburl    = {publication/Toward_Unique_and_Unbiased_Causal_Effect_Estimation_From_Data_With_Hidden_Variables.pdf},
      publisher={IEEE}
    }

%2010-2021.12.31
    %Jiuyong Li
    @article{DBLP:journals/bib/PhamLTNLLL21,
      author    = {Vu Viet Hoang Pham and Xiaomei Li and Buu Minh Thanh Truong and Thin Nguyen and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {The winning methods for predicting cellular position in the {DREAM} single-cell transcriptomics challenge},
      journal   = {Briefings Bioinform.},
      volume    = {22},
      number    = {3},
      year      = {2021},
      url       = {https://doi.org/10.1093/bib/bbaa181},
      doi       = {10.1093/bib/bbaa181},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/bbaa181.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/Cifuentes-Bernal21,
      author    = {Andres M. Cifuentes{-}Bernal and Vu Viet Hoang Pham and Xiaomei Li and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {A pseudotemporal causality approach to identifying miRNA-mRNA interactions during biological processes},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {6},
      pages     = {807--814},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btaa899},
      doi       = {10.1093/bioinformatics/btaa899},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2020.07.07.192724.full.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/LiTXLLL21,
      author    = {Xiaomei Li and Buu Minh Thanh Truong and Taosheng Xu and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {Uncovering the roles of microRNAs/lncRNAs in characterising breast cancer subtypes and prognosis},
      journal   = {{BMC} Bioinform.},
      volume    = {22},
      number    = {1},
      pages     = {300},
      year      = {2021},
      url       = {https://doi.org/10.1186/s12859-021-04215-3},
      doi       = {10.1186/s12859-021-04215-3},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/s12859-021-04215-3.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiZLYLL21,
      author    = {Jiuyong Li and Weijia Zhang and Lin Liu and Kui Yu and Thuc Duy Le and Jixue Liu},
      title     = {A general framework for causal classification},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {11},
      number    = {2},
      pages     = {127--139},
      year      = {2021},
      url       = {https://doi.org/10.1007/s41060-021-00249-1},
      doi       = {10.1007/s41060-021-00249-1},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Li2021_Article_AGeneralFrameworkForCausalClas.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkdd/YuLL21,
      author    = {Kui Yu and Lin Liu and Jiuyong Li},
      title     = {A Unified View of Causal and Non-causal Feature Selection},
      journal   = {{ACM} Trans. Knowl. Discov. Data},
      volume    = {15},
      number    = {4},
      pages     = {63:1--63:46},
      year      = {2021},
      url       = {https://doi.org/10.1145/3436891},
      doi       = {10.1145/3436891},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3436891.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aaai/ZhangLL21,
      author    = {Weijia Zhang and Lin Liu and Jiuyong Li},
      title     = {Treatment Effect Estimation with Disentangled Latent Factors},
      booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021},
      pages     = {10923--10930},
      publisher = {{AAAI} Press},
      year      = {2021},
      url       = {https://ojs.aaai.org/index.php/AAAI/article/view/17304},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/17304-Article Text-20798-1-2-20210518.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/TranLLLLZW21,
      author    = {Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin Liu and Jixue Liu and Yanchang Zhao and Tony Waters},
      editor    = {Feida Zhu and Beng Chin Ooi and Chunyan Miao},
      title     = {Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability},
      booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
      pages     = {3616--3626},
      publisher = {{ACM}},
      year      = {2021},
      url       = {https://doi.org/10.1145/3447548.3467095},
      doi       = {10.1145/3447548.3467095},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3447548.3467095.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLCTBLK21,
      author    = {Thuc Duy Le and Jiuyong Li and Gregory Cooper and Sofia Triantafillou and Elias Bareinboim and Huan Liu and Negar Kiyavash},
      editor    = {Feida Zhu and Beng Chin Ooi and Chunyan Miao},
      title     = {The {KDD} 2021 Workshop on Causal Discovery {(CD2021)}},
      booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
      pages     = {4141--4142},
      publisher = {{ACM}},
      year      = {2021},
      url       = {https://doi.org/10.1145/3447548.3469462},
      doi       = {10.1145/3447548.3469462},
      timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
      biburl    = {publication/3447548.3469462.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/artmed/ZhanRLPL20,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {Detecting potential signals of adverse drug events from prescription data},
      journal   = {Artif. Intell. Medicine},
      volume    = {104},
      pages     = {101839},
      year      = {2020},
      url       = {https://doi.org/10.1016/j.artmed.2020.101839},
      doi       = {10.1016/j.artmed.2020.101839},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0933365719301216-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangPLXTLRL20,
      author    = {Junpeng Zhang and Vu Viet Hoang Pham and Lin Liu and Taosheng Xu and Buu Minh Thanh Truong and Jiuyong Li and Nini Rao and Thuc Duy Le},
      title     = {Correction to: Identifying miRNA synergism using multiple-intervention causal inference},
      journal   = {{BMC} Bioinform.},
      volume    = {21},
      number    = {1},
      pages     = {32},
      year      = {2020},
      url       = {https://doi.org/10.1186/s12859-020-3369-1},
      doi       = {10.1186/s12859-020-3369-1},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      biburl    = {publication/s12859-020-3369-1.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csur/YuGLLWLW20,
      author    = {Kui Yu and Xianjie Guo and Lin Liu and Jiuyong Li and Hao Wang and Zhaolong Ling and Xindong Wu},
      title     = {Causality-based Feature Selection: Methods and Evaluations},
      journal   = {{ACM} Comput. Surv.},
      volume    = {53},
      number    = {5},
      pages     = {111:1--111:36},
      year      = {2020},
      url       = {https://doi.org/10.1145/3409382},
      doi       = {10.1145/3409382},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3409382.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhanRLPL20,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {Detecting high-quality signals of adverse drug-drug interactions from spontaneous reporting data},
      journal   = {J. Biomed. Informatics},
      volume    = {112},
      pages     = {103603},
      year      = {2020},
      url       = {https://doi.org/10.1016/j.jbi.2020.103603},
      doi       = {10.1016/j.jbi.2020.103603},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S1532046420302318-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/pami/YuLLDL20,
      author    = {Kui Yu and Lin Liu and Jiuyong Li and Wei Ding and Thuc Duy Le},
      title     = {Multi-Source Causal Feature Selection},
      journal   = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
      volume    = {42},
      number    = {9},
      pages     = {2240--2256},
      year      = {2020},
      url       = {https://doi.org/10.1109/TPAMI.2019.2908373},
      doi       = {10.1109/TPAMI.2019.2908373},
      timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
      biburl    = {publication/Multi-Source_Causal_Feature_Selection.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ploscb/ZhangXLZZLLRL20,
      author    = {Junpeng Zhang and Taosheng Xu and Lin Liu and Wu Zhang and Chunwen Zhao and Sijing Li and Jiuyong Li and Nini Rao and Thuc Duy Le},
      title     = {LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer},
      journal   = {PLoS Comput. Biol.},
      volume    = {16},
      number    = {4},
      year      = {2020},
      url       = {https://doi.org/10.1371/journal.pcbi.1007851},
      doi       = {10.1371/journal.pcbi.1007851},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/841502v2.full.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/YuLL20,
      author    = {Kui Yu and Lin Liu and Jiuyong Li},
      title     = {Learning Markov Blankets From Multiple Interventional Data Sets},
      journal   = {{IEEE} Trans. Neural Networks Learn. Syst.},
      volume    = {31},
      number    = {6},
      pages     = {2005--2019},
      year      = {2020},
      url       = {https://doi.org/10.1109/TNNLS.2019.2927636},
      doi       = {10.1109/TNNLS.2019.2927636},
      timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
      biburl    = {publication/Learning_Markov_Blankets_From_Multiple_Interventional_Data_Sets.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/www/AnsahLKLL20,
      author    = {Jeffery Ansah and Lin Liu and Wei Kang and Jixue Liu and Jiuyong Li},
      title     = {Leveraging burst in twitter network communities for event detection},
      journal   = {World Wide Web},
      volume    = {23},
      number    = {5},
      pages     = {2851--2876},
      year      = {2020},
      url       = {https://doi.org/10.1007/s11280-020-00786-y},
      doi       = {10.1007/s11280-020-00786-y},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ansah2020_Article_LeveragingBurstInTwitterNetwor.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adma/ZhangNTLLL20,
      author    = {Junpeng Zhang and Thin Nguyen and Buu Minh Thanh Truong and Lin Liu and Jiuyong Li and Thuc Duy Le},
      editor    = {Xiaochun Yang and Chang{-}Dong Wang and Md. Saiful Islam and Zheng Zhang},
      title     = {Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data},
      booktitle = {Advanced Data Mining and Applications - 16th International Conference, {ADMA} 2020, Foshan, China, November 12-14, 2020, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {12447},
      pages     = {395--409},
      publisher = {Springer},
      year      = {2020},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-65390-3_31},
      doi       = {10.1007/978-3-030-65390-3\_31},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2020_Chapter_ComputationalMethodsForPredict.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ausai/LiuLYLLXL20,
      author    = {Jixue Liu and Jiuyong Li and Feiyue Ye and Lin Liu and Thuc Duy Le and Ping Xiong and Hong{-}Cheu Liu},
      editor    = {Marcus Gallagher and Nour Moustafa and Erandi Lakshika},
      title     = {Building Fair Predictive Models},
      booktitle = {AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, {AI} 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {12576},
      pages     = {216--229},
      publisher = {Springer},
      year      = {2020},
      url       = {https://link.springer.com/book/10.1007/978-3-030-64984-5},
      doi       = {10.1007/978-3-030-64984-5\_17},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Liu2020_Chapter_BuildingFairPredictiveModels.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/TranLLLLZW20,
      author    = {Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin Liu and Jixue Liu and Yanchang Zhao and Tony Waters},
      editor    = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz},
      title     = {Intervention Recommendation for Improving Disability Employment},
      booktitle = {{IEEE} International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020},
      pages     = {1671--1680},
      publisher = {{IEEE}},
      year      = {2020},
      url       = {https://doi.org/10.1109/BigData50022.2020.9378350},
      doi       = {10.1109/BigData50022.2020.9378350},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Intervention_Recommendation_for_Improving_Disability_Employment.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ecai/ZhangLL20,
      author    = {Weijia Zhang and Lin Liu and Jiuyong Li},
      editor    = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang},
      title     = {Robust Multi-Instance Learning with Stable Instances},
      booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)},
      series    = {Frontiers in Artificial Intelligence and Applications},
      volume    = {325},
      pages     = {1682--1689},
      publisher = {{IOS} Press},
      year      = {2020},
      url       = {https://doi.org/10.3233/FAIA200280},
      doi       = {10.3233/FAIA200280},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/1902.05066.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ecai/ChengLLLYL20,
      author    = {Debo Cheng and Jiuyong Li and Lin Liu and Jixue Liu and Kui Yu and Thuc Duy Le},
      editor    = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang},
      title     = {Causal Query in Observational Data with Hidden Variables},
      booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)},
      series    = {Frontiers in Artificial Intelligence and Applications},
      volume    = {325},
      pages     = {2551--2558},
      publisher = {{IOS} Press},
      year      = {2020},
      url       = {https://doi.org/10.3233/FAIA200390},
      doi       = {10.3233/FAIA200390},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2001.10269.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LuLLLL20,
      author    = {Sha Lu and Lin Liu and Jiuyong Li and Thuc Duy Le and Jixue Liu},
      editor    = {Hady W. Lauw and Raymond Chi{-}Wing Wong and Alexandros Ntoulas and Ee{-}Peng Lim and See{-}Kiong Ng and Sinno Jialin Pan},
      title     = {LoPAD: {A} Local Prediction Approach to Anomaly Detection},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {12085},
      pages     = {660--673},
      publisher = {Springer},
      year      = {2020},
      url       = {https://doi.org/10.1007/978-3-030-47436-2\_50},
      doi       = {10.1007/978-3-030-47436-2\_50},
      timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
      biburl    = {publication/978-3-030-47436-2_Chapter_50.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/sigir/IslamLLL020,
      author    = {Md. Zahidul Islam and Jixue Liu and Jiuyong Li and Lin Liu and Wei Kang},
      editor    = {Jimmy Huang and Yi Chang and Xueqi Cheng and Jaap Kamps and Vanessa Murdock and Ji{-}Rong Wen and Yiqun Liu},
      title     = {Evidence Weighted Tree Ensembles for Text Classification},
      booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on research and development in Information Retrieval, {SIGIR} 2020, Virtual Event, China, July 25-30, 2020},
      pages     = {1737--1740},
      publisher = {{ACM}},
      year      = {2020},
      url       = {https://doi.org/10.1145/3397271.3401229},
      doi       = {10.1145/3397271.3401229},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/3397271.3401229.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/ZhangLLL19,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer},
      journal   = {Briefings Bioinform.},
      volume    = {20},
      number    = {4},
      pages     = {1403--1419},
      year      = {2019},
      url       = {https://doi.org/10.1093/bib/bby008},
      doi       = {10.1093/bib/bby008},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bby008.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/PhamZLTXNLL19,
      author    = {Vu Viet Hoang Pham and Junpeng Zhang and Lin Liu and Buu Minh Thanh Truong and Taosheng Xu and Trung T. Nguyen and Jiuyong Li and Thuc Duy Le},
      title     = {Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction},
      journal   = {{BMC} Bioinform.},
      volume    = {20},
      number    = {1},
      pages     = {143:1--143:12},
      year      = {2019},
      url       = {https://doi.org/10.1186/s12859-019-2668-x},
      doi       = {10.1186/s12859-019-2668-x},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Pham2019_Article_IdentifyingMiRNA-mRNARegulator.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangLXXZLL19,
      author    = {Junpeng Zhang and Lin Liu and Taosheng Xu and Yong Xie and Chunwen Zhao and Jiuyong Li and Thuc Duy Le},
      title     = {miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules},
      journal   = {{BMC} Bioinform.},
      volume    = {20},
      number    = {1},
      pages     = {235:1--235:12},
      year      = {2019},
      url       = {https://doi.org/10.1186/s12859-019-2861-y},
      doi       = {10.1186/s12859-019-2861-y},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2019_Article_MiRspongeRAnRBioconductorPacka.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/concurrency/BewongLLLC19,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li and Kim{-}Kwang Raymond Choo},
      title     = {A relative privacy model for effective privacy preservation in transactional data},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {31},
      number    = {23},
      year      = {2019},
      url       = {https://doi.org/10.1002/cpe.4923},
      doi       = {10.1002/cpe.4923},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/A relative privacy model for effective privacy preservation in transactional data _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ida/MaLLL19,
      author    = {Saisai Ma and Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Discovering context specific causal relationships},
      journal   = {Intell. Data Anal.},
      volume    = {23},
      number    = {4},
      pages     = {917--931},
      year      = {2019},
      url       = {https://doi.org/10.3233/IDA-184010},
      doi       = {10.3233/IDA-184010},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1808.06316.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/HelalLLEDM19,
      author    = {Sumyea Helal and Jiuyong Li and Lin Liu and Esmaeil Ebrahimie and Shane Dawson and Duncan J. Murray},
      title     = {Identifying key factors of student academic performance by subgroup discovery},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {7},
      number    = {3},
      pages     = {227--245},
      year      = {2019},
      url       = {https://doi.org/10.1007/s41060-018-0141-y},
      doi       = {10.1007/s41060-018-0141-y},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/Helal2019_Article_IdentifyingKeyFactorsOfStudent.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/MaLLL19,
      author    = {Saisai Ma and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {Data-driven discovery of causal interactions},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {8},
      number    = {3},
      pages     = {285--297},
      year      = {2019},
      url       = {https://doi.org/10.1007/s41060-018-0168-0},
      doi       = {10.1007/s41060-018-0168-0},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ma2019_Article_Data-drivenDiscoveryOfCausalIn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/is/BewongLLL19,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li},
      title     = {Privacy preserving serial publication of transactional data},
      journal   = {Inf. Syst.},
      volume    = {82},
      pages     = {53--70},
      year      = {2019},
      url       = {https://doi.org/10.1016/j.is.2019.01.001},
      doi       = {10.1016/j.is.2019.01.001},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0306437918301960-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ploscb/PhamLBGLLL19,
      author    = {Vu Viet Hoang Pham and Lin Liu and Cameron Bracken and Gregory J. Goodall and Qi Long and Jiuyong Li and Thuc Duy Le},
      title     = {CBNA: A control theory based method for identifying coding and non-coding cancer drivers},
      journal   = {PLoS Comput. Biol.},
      volume    = {15},
      number    = {12},
      year      = {2019},
      url       = {https://doi.org/10.1371/journal.pcbi.1007538},
      doi       = {10.1371/journal.pcbi.1007538},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/file.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/pvldb/KwashieLLLSY19,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Lin Liu and Markus Stumptner and Lujing Yang},
      title     = {Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs)},
      journal   = {Proc. {VLDB} Endow.},
      volume    = {12},
      number    = {6},
      pages     = {653--666},
      year      = {2019},
      url       = {http://www.vldb.org/pvldb/vol12/p653-kwashie.pdf},
      doi       = {10.14778/3311880.3311883},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3311880.3311883.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tcbb/LeHLLLH19,
      author    = {Thuc Duy Le and Tao Hoang and Jiuyong Li and Lin Liu and Huawen Liu and Shu Hu},
      title     = {A Fast {PC} Algorithm for High Dimensional Causal Discovery with Multi-Core PCs},
      journal   = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
      volume    = {16},
      number    = {5},
      pages     = {1483--1495},
      year      = {2019},
      url       = {https://doi.org/10.1109/TCBB.2016.2591526},
      doi       = {10.1109/TCBB.2016.2591526},
      timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
      biburl    = {publication/TCBB.2016.2591526.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LiZKC19,
      author    = {Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui},
      title     = {Introduction to the Special Section on Advances in Causal Discovery and Inference},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {10},
      number    = {5},
      pages     = {45:1--45:3},
      year      = {2019},
      url       = {https://doi.org/10.1145/3359995},
      doi       = {10.1145/3359995},
      timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
      biburl    = {https://dl.acm.org/doi/fullHtml/10.1145/3359995},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/cikm/IslamLL0019,
      author    = {Md. Zahidul Islam and Jixue Liu and Jiuyong Li and Lin Liu and Wei Kang},
      editor    = {Wenwu Zhu and Dacheng Tao and Xueqi Cheng and Peng Cui and Elke A. Rundensteiner and David Carmel and Qi He and Jeffrey Xu Yu},
      title     = {A Semantics Aware Random Forest for Text Classification},
      booktitle = {Proceedings of the 28th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7, 2019},
      pages     = {1061--1070},
      publisher = {{ACM}},
      year      = {2019},
      url       = {https://doi.org/10.1145/3357384.3357891},
      doi       = {10.1145/3357384.3357891},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3357384.3357891.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLZKCH19,
      author    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      editor    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Preface: The 2019 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
      series    = {Proceedings of Machine Learning Research},
      volume    = {104},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2019},
      url       = {http://proceedings.mlr.press/v104/le19a.html},
      timestamp = {Tue, 15 Dec 2020 17:40:19 +0100},
      biburl    = {publication/le18a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/IslamLLLK19,
      author    = {Md. Zahidul Islam and Jixue Liu and Lin Liu and Jiuyong Li and Wei Kang},
      editor    = {Qiang Yang and Zhi{-}Hua Zhou and Zhiguo Gong and Min{-}Ling Zhang and Sheng{-}Jun Huang},
      title     = {Semantic Explanations in Ensemble Learning},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11439},
      pages     = {29--41},
      publisher = {Springer},
      year      = {2019},
      url       = {https://link.springer.com/chapter/10.1007%2F978-3-030-16148-4_3},
      doi       = {10.1007/978-3-030-16148-4\_3},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Semantic Explanations in Ensemble Learning _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/www/AnsahL0KLL19,
      author    = {Jeffery Ansah and Lin Liu and Wei Kang and Selasi Kwashie and Jixue Li and Jiuyong Li},
      editor    = {Ling Liu and Ryen W. White and Amin Mantrach and Fabrizio Silvestri and Julian J. McAuley and Ricardo Baeza{-}Yates and Leila Zia},
      title     = {A Graph is Worth a Thousand Words: Telling Event Stories using Timeline Summarization Graphs},
      booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA, May 13-17, 2019},
      pages     = {2565--2571},
      publisher = {{ACM}},
      year      = {2019},
      url       = {https://doi.org/10.1145/3308558.3313396},
      doi       = {10.1145/3308558.3313396},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3308558.3313396.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/kdd/2019cd,
      editor    = {Thuc Duy Le and Jiuyong Li and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
      series    = {Proceedings of Machine Learning Research},
      volume    = {104},
      publisher = {{PMLR}},
      year      = {2019},
      url       = {http://proceedings.mlr.press/v104/},
      timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
      biburl    = {publication/le19a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangLLL18,
      author    = {Junpeng Zhang and Lin Liu and Jiuyong Li and Thuc Duy Le},
      title     = {LncmiRSRN: identification and analysis of long non-coding {RNA} related miRNA sponge regulatory network in human cancer},
      journal   = {Bioinform.},
      volume    = {34},
      number    = {24},
      pages     = {4232--4240},
      year      = {2018},
      url       = {https://doi.org/10.1093/bioinformatics/bty525},
      doi       = {10.1093/bioinformatics/bty525},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bty525.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangLLL18,
      author    = {Weijia Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Estimating heterogeneous treatment effect by balancing heterogeneity and fitness},
      journal   = {{BMC} Bioinform.},
      volume    = {19-S},
      number    = {19},
      pages     = {61--72},
      year      = {2018},
      url       = {https://doi.org/10.1186/s12859-018-2521-7},
      doi       = {10.1186/s12859-018-2521-7},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/s12859-018-2521-7.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/XuSLZWZGYLL18,
      author    = {Taosheng Xu and Ning Su and Lin Liu and Junpeng Zhang and Hongqiang Wang and Weijia Zhang and Jie Gui and Kui Yu and Jiuyong Li and Thuc Duy Le},
      title     = {miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase},
      journal   = {{BMC} Bioinform.},
      volume    = {19-S},
      number    = {19},
      pages     = {179--188},
      year      = {2018},
      url       = {https://doi.org/10.1186/s12859-018-2531-5},
      doi       = {10.1186/s12859-018-2531-5},
      timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
      biburl    = {publication/s12859-018-2531-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cmpb/HoangLRPL18,
      author    = {Tao Hoang and Jixue Liu and Elizabeth Roughead and Nicole Pratt and Jiuyong Li},
      title     = {Supervised signal detection for adverse drug reactions in medication dispensing data},
      journal   = {Comput. Methods Programs Biomed.},
      volume    = {161},
      pages     = {25--38},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.cmpb.2018.03.021},
      doi       = {10.1016/j.cmpb.2018.03.021},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0169260717313068-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiuLZKK18,
      author    = {Lin Liu and Jiuyong Li and Kun Zhang and Emre Kiciman and Negar Kiyavash},
      title     = {Guest Editorial: Special Issue on Causal Discovery 2017},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {6},
      number    = {1},
      pages     = {1--2},
      year      = {2018},
      url       = {https://doi.org/10.1007/s41060-018-0101-6},
      doi       = {10.1007/s41060-018-0101-6},
      timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
      biburl    = {publication/Liu2018_Article_GuestEditorialSpecialIssueOnCa.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijmi/HoangLPZCRL18,
      author    = {Tao Hoang and Jixue Liu and Nicole Pratt and Vincent W. Zheng and Kevin Chen{-}Chuan Chang and Elizabeth Roughead and Jiuyong Li},
      title     = {Authenticity and credibility aware detection of adverse drug events from social media},
      journal   = {Int. J. Medical Informatics},
      volume    = {120},
      pages     = {101--115},
      year      = {2018},
      url       = {https://www.sciencedirect.com/science/article/abs/pii/S1386505618311523},
      doi       = {10.1016/j.ijmedinf.2018.09.002},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S1386505618311523-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijon/ZhangWLL18,
      author    = {Zan Zhang and Hao Wang and Lin Liu and Jiuyong Li},
      title     = {Multi-label relational classification via node and label correlation},
      journal   = {Neurocomputing},
      volume    = {292},
      pages     = {72--81},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.neucom.2018.02.079},
      doi       = {https://www.sciencedirect.com/science/article/abs/pii/S0925231218302467},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0925231218302467-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/isci/LiuZFLI18,
      author    = {Junqiang Liu and Xingxing Zhang and Benjamin C. M. Fung and Jiuyong Li and Farkhund Iqbal},
      title     = {Opportunistic mining of top-\emph{n} high utility patterns},
      journal   = {Inf. Sci.},
      volume    = {441},
      pages     = {171--186},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.ins.2018.02.035},
      doi       = {10.1016/j.ins.2018.02.035},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S002002551631012X-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhanRLPL18,
      author    = {Chen Zhan and Elizabeth Roughead and Lin Liu and Nicole Pratt and Jiuyong Li},
      title     = {A data-driven method to detect adverse drug events from prescription data},
      journal   = {J. Biomed. Informatics},
      volume    = {85},
      pages     = {10--20},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.jbi.2018.07.013},
      doi       = {10.1016/j.jbi.2018.07.013},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S1532046418301394-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/ZhangLWLHYAM18,
      author    = {Zan Zhang and Lin Liu and Hao Wang and Jiuyong Li and Daning Hu and Jiaqi Yan and Ren{\'{e}} Algesheimer and Markus Meierer},
      title     = {Collective behavior learning by differentiating personal preference from peer influence},
      journal   = {Knowl. Based Syst.},
      volume    = {159},
      pages     = {233--243},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.knosys.2018.06.027},
      doi       = {https://www.sciencedirect.com/science/article/pii/S0950705118303186?casa_token=hBZ4d53Ms_IAAAAA:H1UU2AYSyECdRkRVHWZpcUsvvnnAhLDNbIM1Sn4o-Hoqn8SniADna5X4kpOLjxgiNdXb0kAoNVTB},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705118303186-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/HelalLLEDML18,
      author    = {Sumyea Helal and Jiuyong Li and Lin Liu and Esmaeil Ebrahimie and Shane Dawson and Duncan J. Murray and Qi Long},
      title     = {Predicting academic performance by considering student heterogeneity},
      journal   = {Knowl. Based Syst.},
      volume    = {161},
      pages     = {134--146},
      year      = {2018},
      url       = {https://doi.org/10.1016/j.knosys.2018.07.042},
      doi       = {10.1016/j.knosys.2018.07.042},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705118303939-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/YuLLC18,
      author    = {Kui Yu and Lin Liu and Jiuyong Li and Huanhuan Chen},
      title     = {Mining Markov Blankets Without Causal Sufficiency},
      journal   = {{IEEE} Trans. Neural Networks Learn. Syst.},
      volume    = {29},
      number    = {12},
      pages     = {6333--6347},
      year      = {2018},
      url       = {https://doi.org/10.1109/TNNLS.2018.2828982},
      doi       = {10.1109/TNNLS.2018.2828982},
      timestamp = {Sat, 30 May 2020 01:00:00 +0200},
      biburl    = {publication/Mining_Markov_Blankets_Without_Causal_Sufficiency.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tsmc/LiuLLZ18,
      author    = {Huawen Liu and Xuelong Li and Jiuyong Li and Shichao Zhang},
      title     = {Efficient Outlier Detection for High-Dimensional Data},
      journal   = {{IEEE} Trans. Syst. Man Cybern. Syst.},
      volume    = {48},
      number    = {12},
      pages     = {2451--2461},
      year      = {2018},
      url       = {https://doi.org/10.1109/TSMC.2017.2718220},
      doi       = {10.1109/TSMC.2017.2718220},
      timestamp = {Wed, 20 May 2020 01:00:00 +0200},
      biburl    = {publication/Efficient_Outlier_Detection_for_High-Dimensional_Data.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/LuLLL18,
      author    = {Sha Lu and Lin Liu and Jiuyong Li and Thuc Duy Le},
      editor    = {Naoki Abe and Huan Liu and Calton Pu and Xiaohua Hu and Nesreen K. Ahmed and Mu Qiao and Yang Song and Donald Kossmann and Bing Liu and Kisung Lee and Jiliang Tang and Jingrui He and Jeffrey S. Saltz},
      title     = {Effective Outlier Detection based on Bayesian Network and Proximity},
      booktitle = {{IEEE} International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018},
      pages     = {134--139},
      publisher = {{IEEE}},
      year      = {2018},
      url       = {https://doi.org/10.1109/BigData.2018.8622230},
      doi       = {10.1109/BigData.2018.8622230},
      timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
      biburl    = {publication/Effective_Outlier_Detection_based_on_Bayesian_Network_and_Proximity.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LeXLSHL18,
      author    = {Thuc Duy Le and Taosheng Xu and Lin Liu and Hu Shu and Tao Hoang and Jiuyong Li},
      editor    = {Mohadeseh Ganji and Lida Rashidi and Benjamin C. M. Fung and Can Wang},
      title     = {ParallelPC: An {R} Package for Efficient Causal Exploration in Genomic Data},
      booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {11154},
      pages     = {207--218},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-3-030-04503-6\_22},
      doi       = {10.1007/978-3-030-04503-6\_22},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Le2018_Chapter_ParallelPCAnRPackageForEfficie.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/AnsahKLLL18,
      author    = {Jeffery Ansah and Wei Kang and Lin Liu and Jixue Liu and Jiuyong Li},
      editor    = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi},
      title     = {Information Propagation Trees for Protest Event Prediction},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {III}},
      series    = {Lecture Notes in Computer Science},
      volume    = {10939},
      pages     = {777--789},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-93040-4_61},
      doi       = {10.1007/978-3-319-93040-4\_61},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Ansah2018_Chapter_InformationPropagationTreesFor.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/CarmanKLCA18,
      author    = {Mark J. Carman and Mark Koerber and Jiuyong Li and Kim{-}Kwang Raymond Choo and Helen Ashman},
      title     = {Manipulating Visibility of Political and Apolitical Threads on Reddit via Score Boosting},
      booktitle = {17th {IEEE} International Conference On Trust, Security And Privacy In Computing And Communications / 12th {IEEE} International Conference On Big Data Science And Engineering, TrustCom/BigDataSE 2018, New York, NY, USA, August 1-3, 2018},
      pages     = {184--190},
      publisher = {{IEEE}},
      year      = {2018},
      url       = {https://doi.org/10.1109/TrustCom/BigDataSE.2018.00037},
      doi       = {10.1109/TrustCom/BigDataSE.2018.00037},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {publication/Manipulating_Visibility_of_Political_and_Apolitical_Threads_on_Reddit_via_Score_Boosting.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/wise/AnsahK0LL18,
      author    = {Jeffery Ansah and Wei Kang and Lin Liu and Jixue Liu and Jiuyong Li},
      editor    = {Hakim Hacid and Wojciech Cellary and Hua Wang and Hye{-}Young Paik and Rui Zhou},
      title     = {SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection},
      booktitle = {Web Information Systems Engineering - {WISE} 2018 - 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11233},
      pages     = {281--296},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-02922-7_19},
      doi       = {10.1007/978-3-030-02922-7\_19},
      timestamp = {Sun, 25 Oct 2020 22:33:15 +0100},
      biburl    = {publication/Ansah2018_Chapter_SensorTreeBurstyPropagationTre.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/wise/ZhangLW0L18,
      author    = {Zan Zhang and Jiuyong Li and Hao Wang and Lin Liu and Jixue Liu},
      editor    = {Hakim Hacid and Wojciech Cellary and Hua Wang and Hye{-}Young Paik and Rui Zhou},
      title     = {Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based?},
      booktitle = {Web Information Systems Engineering - {WISE} 2018 - 19th International Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {11233},
      pages     = {364--380},
      publisher = {Springer},
      year      = {2018},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-02922-7_25},
      doi       = {10.1007/978-3-030-02922-7\_25},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Zhang2018_Chapter_WhichTypeOfClassifierToUseForN.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ifip12/2018iip,
      editor    = {Zhongzhi Shi and Eunika Mercier{-}Laurent and Jiuyong Li},
      title     = {Intelligent Information Processing {IX} - 10th {IFIP} {TC} 12 International Conference, {IIP} 2018, Nanning, China, October 19-22, 2018, Proceedings},
      series    = {{IFIP} Advances in Information and Communication Technology},
      volume    = {538},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-3-030-00828-4},
      doi       = {10.1007/978-3-030-00828-4},
      isbn      = {978-3-030-00827-7},
      timestamp = {Thu, 18 Oct 2018 01:00:00 +0200},
      biburl    = {publication/2018_Book_IntelligentInformationProcessi.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/LeZLL17,
      author    = {Thuc Duy Le and Junpeng Zhang and Lin Liu and Jiuyong Li},
      title     = {Computational methods for identifying miRNA sponge interactions},
      journal   = {Briefings Bioinform.},
      volume    = {18},
      number    = {4},
      pages     = {577--590},
      year      = {2017},
      url       = {https://doi.org/10.1093/bib/bbw042},
      doi       = {10.1093/bib/bbw042},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bbw042.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangLLZL17,
      author    = {Weijia Zhang and Thuc Duy Le and Lin Liu and Zhi{-}Hua Zhou and Jiuyong Li},
      title     = {Mining heterogeneous causal effects for personalized cancer treatment},
      journal   = {Bioinform.},
      volume    = {33},
      number    = {15},
      pages     = {2372--2378},
      year      = {2017},
      url       = {https://doi.org/10.1093/bioinformatics/btx174},
      doi       = {10.1093/bioinformatics/btx174},
      timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
      biburl    = {publication/btx174.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/XuLLSWSCBL17,
      author    = {Taosheng Xu and Thuc Duy Le and Lin Liu and Ning Su and Rujing Wang and Bing{-}Yu Sun and Antonio Colaprico and Gianluca Bontempi and Jiuyong Li},
      title     = {CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization},
      journal   = {Bioinform.},
      volume    = {33},
      number    = {19},
      pages     = {3131--3133},
      year      = {2017},
      url       = {https://doi.org/10.1093/bioinformatics/btx378},
      doi       = {10.1093/bioinformatics/btx378},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/btx378.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangL0L17,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Identifying miRNA sponge modules using biclustering and regulatory scores},
      journal   = {{BMC} Bioinform.},
      volume    = {18},
      number    = {{S-3}},
      pages     = {61--72},
      year      = {2017},
      url       = {https://doi.org/10.1186/s12859-017-1467-5},
      doi       = {10.1186/s12859-017-1467-5},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12859-017-1467-5.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/hisas/LiLLG17,
      author    = {Jiuyong Li and Lin Liu and Jixue Liu and Ryan Green},
      title     = {Building Diversified Multiple Trees for classification in high dimensional noisy biomedical data},
      journal   = {Health Inf. Sci. Syst.},
      volume    = {5},
      number    = {1},
      pages     = {5},
      year      = {2017},
      url       = {https://doi.org/10.1007/s13755-017-0025-x},
      doi       = {10.1007/s13755-017-0025-x},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Li2017_Article_BuildingDiversifiedMultipleTre.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijdsa/LiZBL17,
      author    = {Jiuyong Li and Kun Zhang and Elias Bareinboim and Lin Liu},
      title     = {Guest editorial: special issue on causal discovery},
      journal   = {Int. J. Data Sci. Anal.},
      volume    = {3},
      number    = {2},
      pages     = {79--80},
      year      = {2017},
      url       = {https://doi.org/10.1007/s41060-016-0041-y},
      doi       = {10.1007/s41060-016-0041-y},
      timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
      biburl    = {publication/Li2017_Article_GuestEditorialSpecialIssueOnCa.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/LiML0L17,
      author    = {Jiuyong Li and Saisai Ma and Thuc Duy Le and Lin Liu and Jixue Liu},
      title     = {Causal Decision Trees},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {29},
      number    = {2},
      pages     = {257--271},
      year      = {2017},
      url       = {https://doi.org/10.1109/TKDE.2016.2619350},
      doi       = {10.1109/TKDE.2016.2619350},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Causal_Decision_Trees.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tmm/LiuLLLSL17,
      author    = {Huawen Liu and Lin Liu and Thuc Duy Le and Ivan Lee and Shiliang Sun and Jiuyong Li},
      title     = {Nonparametric Sparse Matrix Decomposition for Cross-View Dimensionality Reduction},
      journal   = {{IEEE} Trans. Multim.},
      volume    = {19},
      number    = {8},
      pages     = {1848--1859},
      year      = {2017},
      url       = {https://doi.org/10.1109/TMM.2017.2683258},
      doi       = {10.1109/TMM.2017.2683258},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Nonparametric_Sparse_Matrix_Decomposition_for_Cross-View_Dimensionality_Reduction.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adma/KangCLLLOLCMN17,
      author    = {Wei Kang and Jie Chen and Jiuyong Li and Jixue Liu and Lin Liu and Grant Osborne and Nick Lothian and Brenton Cooper and Terry Moschou and Grant Neale},
      editor    = {Gao Cong and Wen{-}Chih Peng and Wei Emma Zhang and Chengliang Li and Aixin Sun},
      title     = {Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media},
      booktitle = {Advanced Data Mining and Applications - 13th International Conference, {ADMA} 2017, Singapore, November 5-6, 2017, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {10604},
      pages     = {859--865},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-69179-4_62},
      doi       = {10.1007/978-3-319-69179-4\_62},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Kang2017_Chapter_CarbonForecastingCivilUnrestEv.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bigdataconf/LiL0LMH17,
      author    = {Jiuyong Li and Jixue Liu and Lin Liu and Thuc Duy Le and Saisai Ma and Yizhao Han},
      editor    = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda},
      title     = {Discrimination detection by causal effect estimation},
      booktitle = {2017 {IEEE} International Conference on Big Data, BigData 2017, Boston, MA, USA, December 11-14, 2017},
      pages     = {1087--1094},
      publisher = {{IEEE} Computer Society},
      year      = {2017},
      url       = {https://doi.org/10.1109/BigData.2017.8258033},
      doi       = {10.1109/BigData.2017.8258033},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Discrimination_detection_by_causal_effect_estimation.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/csbio/LeZ0THXL17,
      author    = {Thuc Duy Le and Junpeng Zhang and Lin Liu and Buu Minh Thanh Truong and Shu Hu and Taosheng Xu and Jiuyong Li},
      title     = {Identifying microRNA targets in epithelial-mesenchymal transition using joint-intervention causal inference},
      booktitle = {Proceedings of the 8th International Conference on Computational Systems-Biology and Bioinformatics, Nha Trang City, Viet Nam, December 7-8, 2017},
      pages     = {34--41},
      publisher = {{ACM}},
      year      = {2017},
      url       = {https://doi.org/10.1145/3156346.3156353},
      doi       = {10.1145/3156346.3156353},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3156346.3156353.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/BewongL0L17,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li},
      editor    = {Jinho Kim and Kyuseok Shim and Longbing Cao and Jae{-}Gil Lee and Xuemin Lin and Yang{-}Sae Moon},
      title     = {Utility Aware Clustering for Publishing Transactional Data},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {10235},
      pages     = {481--494},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-57529-2_38},
      doi       = {10.1007/978-3-319-57529-2\_38},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Bewong2017_Chapter_UtilityAwareClusteringForPubli.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/BewongL0LC17,
      author    = {Michael Bewong and Jixue Liu and Lin Liu and Jiuyong Li and Kim{-}Kwang Raymond Choo},
      title     = {A Relative Privacy Model for Effective Privacy Preservation in Transactional Data},
      booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017},
      pages     = {394--401},
      publisher = {{IEEE} Computer Society},
      year      = {2017},
      url       = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.263},
      doi       = {10.1109/Trustcom/BigDataSE/ICESS.2017.263},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/A_Relative_Privacy_Model_for_Effective_Privacy_Preservation_in_Transactional_Data.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/www/Li17a,
      author    = {Jiuyong Li},
      editor    = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich},
      title     = {Beyond Understanding and Prediction: Data Mining for Action},
      booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017},
      pages     = {1361},
      publisher = {{ACM}},
      year      = {2017},
      url       = {https://doi.org/10.1145/3041021.3053407},
      doi       = {10.1145/3041021.3053407},
      timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
      biburl    = {publication/3041021.3053407.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/artmed/HoangLPZCRL16,
      author    = {Tao Hoang and Jixue Liu and Nicole Pratt and Vincent W. Zheng and Kevin Chen{-}Chuan Chang and Elizabeth Roughead and Jiuyong Li},
      title     = {Detecting signals of detrimental prescribing cascades from social media},
      journal   = {Artif. Intell. Medicine},
      volume    = {71},
      pages     = {43--56},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.artmed.2016.06.002},
      doi       = {10.1016/j.artmed.2016.06.002},
      timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0933365716300744-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcgenomics/Karim0LL16,
      author    = {S. M. Masud Karim and Lin Liu and Thuc Duy Le and Jiuyong Li},
      title     = {Identification of miRNA-mRNA regulatory modules by exploring collective group relationships},
      journal   = {{BMC} Genom.},
      volume    = {17},
      number    = {{S-1}},
      pages     = {7},
      year      = {2016},
      url       = {https://doi.org/10.1186/s12864-015-2300-z},
      doi       = {10.1186/s12864-015-2300-z},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12864-015-2300-z.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/isci/LiBSDLV16,
      author    = {Jiuyong Li and Muzammil M. Baig and A. H. M. Sarowar Sattar and Xiaofeng Ding and Jixue Liu and Millist W. Vincent},
      title     = {A hybrid approach to prevent composition attacks for independent data releases},
      journal   = {Inf. Sci.},
      volume    = {367-368},
      pages     = {324--336},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.ins.2016.05.009},
      doi       = {10.1016/j.ins.2016.05.009},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {publication/1-s2.0-S0020025516303334-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/MaL0L16,
      author    = {Saisai Ma and Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Mining combined causes in large data sets},
      journal   = {Knowl. Based Syst.},
      volume    = {92},
      pages     = {104--111},
      year      = {2016},
      url       = {https://doi.org/10.1016/j.knosys.2015.10.018},
      doi       = {10.1016/j.knosys.2015.10.018},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0950705115004050-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LiL0LJSM16,
      author    = {Jiuyong Li and Thuc Duy Le and Lin Liu and Jixue Liu and Zhou Jin and Bing{-}Yu Sun and Saisai Ma},
      title     = {From Observational Studies to Causal Rule Mining},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {7},
      number    = {2},
      pages     = {14:1--14:27},
      year      = {2016},
      url       = {https://doi.org/10.1145/2746410},
      doi       = {10.1145/2746410},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2746410.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/ZhangLBSP16,
      author    = {Kun Zhang and Jiuyong Li and Elias Bareinboim and Bernhard Sch{\"{o}}lkopf and Judea Pearl},
      title     = {Preface to the {ACM} {TIST} Special Issue on Causal Discovery and Inference},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {7},
      number    = {2},
      pages     = {17:1--17:3},
      year      = {2016},
      url       = {https://doi.org/10.1145/2840720},
      doi       = {10.1145/2840720},
      timestamp = {Mon, 11 May 2020 01:00:00 +0200},
      biburl    = {publication/2840720.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/DengLPLZ16,
      author    = {Ke Deng and Jianxin Li and Chaoyi Pang and Jiuyong Li and Xiaofang Zhou},
      title     = {Access Time Oracle for Planar Graphs},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {28},
      number    = {8},
      pages     = {1959--1970},
      year      = {2016},
      url       = {https://doi.org/10.1109/TKDE.2016.2547382},
      doi       = {10.1109/TKDE.2016.2547382},
      timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
      biburl    = {Access_Time_Oracle_for_Planar_Graphs.pdf},
      bibsource = {publication/dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Abdel-FataoLLR16,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu and Ashfaqur Rahman},
      editor    = {Muhammad Aamir Cheema and Wenjie Zhang and Lijun Chang},
      title     = {An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations},
      booktitle = {Databases Theory and Applications - 27th Australasian Database Conference, {ADC} 2016, Sydney, NSW, Australia, September 28-29, 2016, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9877},
      pages     = {283--294},
      publisher = {Springer},
      year      = {2016},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-46922-5_22},
      doi       = {10.1007/978-3-319-46922-5\_22},
      timestamp = {Mon, 12 Aug 2019 08:00:32 +0200},
      biburl    = {publication/Abdel-Fatao2016_Chapter_AnEffectiveSpatio-TemporalAppr.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@book{DBLP:series/sbece/LiLL15,
      author    = {Jiuyong Li and Lin Liu and Thuc Duy Le},
      title     = {Practical Approaches to Causal Relationship Exploration},
      series    = {Springer Briefs in Electrical and Computer Engineering},
      publisher = {Springer},
      year      = {2015},
      url       = {https://doi.org/10.1007/978-3-319-14433-7},
      doi       = {10.1007/978-3-319-14433-7},
      isbn      = {978-3-319-14432-0},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Li2015_Book_PracticalApproachesToCausalRel.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bib/Le0Z0L15,
      author    = {Thuc Duy Le and Lin Liu and Junpeng Zhang and Bing Liu and Jiuyong Li},
      title     = {From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges},
      journal   = {Briefings Bioinform.},
      volume    = {16},
      number    = {3},
      pages     = {475--496},
      year      = {2015},
      url       = {https://doi.org/10.1093/bib/bbu023},
      doi       = {10.1093/bib/bbu023},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/bbu023.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jamia/XiaHDLM15,
      author    = {Weiyi Xia and Raymond Heatherly and Xiaofeng Ding and Jiuyong Li and Bradley A. Malin},
      title     = {R-U policy frontiers for health data de-identification},
      journal   = {J. Am. Medical Informatics Assoc.},
      volume    = {22},
      number    = {5},
      pages     = {1029--1041},
      year      = {2015},
      url       = {https://doi.org/10.1093/jamia/ocv004},
      doi       = {10.1093/jamia/ocv004},
      timestamp = {Mon, 11 May 2020 01:00:00 +0200},
      biburl    = {publication/ocv004.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ml/SunLLCSW15,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Christopher Chow and Bing{-}Yu Sun and Rujing Wang},
      title     = {Using causal discovery for feature selection in multivariate numerical time series},
      journal   = {Mach. Learn.},
      volume    = {101},
      number    = {1-3},
      pages     = {377--395},
      year      = {2015},
      url       = {https://doi.org/10.1007/s10994-014-5460-1},
      doi       = {10.1007/s10994-014-5460-1},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Sun2015_Article_UsingCausalDiscoveryForFeature.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/npl/SunWLWLD15,
      author    = {Bing{-}Yu Sun and Hailei Wang and Wenbo Li and Hui{-}Jing Wang and Jiuyong Li and Zhiqiang Du},
      title     = {Constructing and Combining Orthogonal Projection Vectors for Ordinal Regression},
      journal   = {Neural Process. Lett.},
      volume    = {41},
      number    = {1},
      pages     = {139--155},
      year      = {2015},
      url       = {https://doi.org/10.1007/s11063-014-9340-2},
      doi       = {10.1007/s11063-014-9340-2},
      timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
      biburl    = {publication/Sun2015_Article_ConstructingAndCombiningOrthog.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adbis/KwashieLLY15,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Tadeusz Morzy and Patrick Valduriez and Ladjel Bellatreche},
      title     = {Conditional Differential Dependencies (CDDs)},
      booktitle = {Advances in Databases and Information Systems - 19th East European Conference, {ADBIS} 2015, Poitiers, France, September 8-11, 2015, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9282},
      pages     = {3--17},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-23135-8_1},
      doi       = {10.1007/978-3-319-23135-8\_1},
      timestamp = {Tue, 14 May 2019 10:00:53 +0200},
      biburl    = {publication/Kwashie2015_Chapter_ConditionalDifferentialDepende.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/KwashieLLY15,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Efficient Discovery of Differential Dependencies Through Association Rules Mining},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {3--15},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_1},
      doi       = {10.1007/978-3-319-19548-3\_1},
      timestamp = {Fri, 27 Mar 2020 09:01:41 +0100},
      biburl    = {publication/Kwashie2015_Chapter_EfficientDiscoveryOfDifferenti.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Abdel-FataoLL15,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Unifying Spatial, Temporal and Semantic Features for an Effective {GPS} Trajectory-Based Location Recommendation},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {41--53},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_4},
      doi       = {10.1007/978-3-319-19548-3\_4},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {publication/Abdel-Fatao2015_Chapter_UnifyingSpatialTemporalAndSema.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/NofongLL15,
      author    = {Vincent Mwintieru Nofong and Jixue Liu and Jiuyong Li},
      editor    = {Mohamed A. Sharaf and Muhammad Aamir Cheema and Jianzhong Qi},
      title     = {Efficient Mining of Non-derivable Emerging Patterns},
      booktitle = {Databases Theory and Applications - 26th Australasian Database Conference, {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9093},
      pages     = {244--256},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-19548-3_20},
      doi       = {10.1007/978-3-319-19548-3\_20},
      timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
      biburl    = {publication/Nofong2015_Chapter_EfficientMiningOfNon-derivable.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dawak/LiuLXF15,
      author    = {Junqiang Liu and Jiuyong Li and Shijian Xu and Benjamin C. M. Fung},
      editor    = {Sanjay Madria and Takahiro Hara},
      title     = {Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption},
      booktitle = {Big Data Analytics and Knowledge Discovery - 17th International Conference, DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9263},
      pages     = {70--81},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-22729-0_6},
      doi       = {10.1007/978-3-319-22729-0\_6},
      timestamp = {Tue, 14 May 2019 10:00:41 +0200},
      biburl    = {publication/Liu2015_Chapter_SecureOutsourcedFrequentPatter.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdsci/Abdel-FataoLL15,
      author    = {Hamidu Abdel{-}Fatao and Jiuyong Li and Jixue Liu},
      editor    = {Chengqi Zhang and Wei Huang and Yong Shi and Philip S. Yu and Yangyong Zhu and Yingjie Tian and Peng Zhang and Jing He},
      title     = {STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction},
      booktitle = {Data Science - Second International Conference, {ICDS} 2015 Sydney, Australia, August 8-9, 2015. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {9208},
      pages     = {103--111},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-24474-7_15},
      doi       = {10.1007/978-3-319-24474-7\_15},
      timestamp = {Mon, 08 Mar 2021 15:51:11 +0100},
      biburl    = {publication/Abdel-Fatao2015_Chapter_STMMSemanticAndTemporal-AwareM.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:books/sp/15/LiSBLHTM15,
      author    = {Jiuyong Li and Sarowar A. Sattar and Muzammil M. Baig and Jixue Liu and Raymond Heatherly and Qiang Tang and Bradley A. Malin},
      editor    = {Aris Gkoulalas{-}Divanis and Grigorios Loukides},
      title     = {Methods to Mitigate Risk of Composition Attack in Independent Data Publications},
      booktitle = {Medical Data Privacy Handbook},
      pages     = {179--200},
      publisher = {Springer},
      year      = {2015},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-23633-9_8},
      doi       = {10.1007/978-3-319-23633-9\_8},
      timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
      biburl    = {publication/Li2015_Chapter_MethodsToMitigateRiskOfComposi.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
////////////////////
    @article{DBLP:journals/bib/0002LC14,
      author    = {Bing Liu and Jiuyong Li and Murray J. Cairns},
      title     = {Identifying miRNAs, targets and functions},
      journal   = {Briefings Bioinform.},
      volume    = {15},
      number    = {1},
      pages     = {1--19},
      year      = {2014},
      url       = {https://doi.org/10.1093/bib/bbs075},
      doi       = {10.1093/bib/bbs075},
      timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bib/0002LC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijon/SunLLSC14,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Bing{-}Yu Sun and Christopher Chow},
      title     = {An improvement of symbolic aggregate approximation distance measure for time series},
      journal   = {Neurocomputing},
      volume    = {138},
      pages     = {189--198},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.neucom.2014.01.045},
      doi       = {10.1016/j.neucom.2014.01.045},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/ijon/SunLLSC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jbi/ZhangL0LHGL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data},
      journal   = {J. Biomed. Informatics},
      volume    = {52},
      pages     = {438--447},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.jbi.2014.08.005},
      doi       = {10.1016/j.jbi.2014.08.005},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/jbi/ZhangL0LHGL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/LiLTSSS14,
      author    = {Jiuyong Li and Jixue Liu and Hannu Toivonen and Kenji Satou and Youqiang Sun and Bing{-}Yu Sun},
      title     = {Discovering statistically non-redundant subgroups},
      journal   = {Knowl. Based Syst.},
      volume    = {67},
      pages     = {315--327},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.knosys.2014.04.030},
      doi       = {10.1016/j.knosys.2014.04.030},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/LiLTSSS14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/SattarLLHM14,
      author    = {A. H. M. Sarowar Sattar and Jiuyong Li and Jixue Liu and Raymond Heatherly and Bradley A. Malin},
      title     = {A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments},
      journal   = {Knowl. Based Syst.},
      volume    = {67},
      pages     = {361--372},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.knosys.2014.04.019},
      doi       = {10.1016/j.knosys.2014.04.019},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/SattarLLHM14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/KwashieLLY14,
      author    = {Selasi Kwashie and Jixue Liu and Jiuyong Li and Feiyue Ye},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Mining Differential Dependencies: {A} Subspace Clustering Approach},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {50--61},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_5},
      doi       = {10.1007/978-3-319-08608-8\_5},
      timestamp = {Tue, 14 May 2019 10:00:50 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/KwashieLLY14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/NofongLL14,
      author    = {Vincent Mwintieru Nofong and Jixue Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {A Study on the Applications of Emerging Sequential Patterns},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {62--73},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_6},
      doi       = {10.1007/978-3-319-08608-8\_6},
      timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/NofongLL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/Karim0L14,
      author    = {S. M. Masud Karim and Lin Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Discovering Collective Group Relationships},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {110--121},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_10},
      doi       = {10.1007/978-3-319-08608-8\_10},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/adc/Karim0L14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/adc/LiuVLL14,
      author    = {Hong{-}Cheu Liu and Millist W. Vincent and Jixue Liu and Jiuyong Li},
      editor    = {Hua Wang and Mohamed A. Sharaf},
      title     = {Logics for Representing Data Mining Tasks in Inductive Databases},
      booktitle = {Databases Theory and Applications - 25th Australasian Database Conference, {ADC} 2014, Brisbane, QLD, Australia, July 14-16, 2014. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {8506},
      pages     = {214--222},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-08608-8\_20},
      doi       = {10.1007/978-3-319-08608-8\_20},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/adc/LiuVLL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/DingJLLJ14,
      author    = {Xiaofeng Ding and Jianhong Jia and Jiuyong Li and Jixue Liu and Hai Jin},
      editor    = {Sourav S. Bhowmick and Curtis E. Dyreson and Christian S. Jensen and Mong{-}Li Lee and Agus Muliantara and Bernhard Thalheim},
      title     = {Top-k Similarity Matching in Large Graphs with Attributes},
      booktitle = {Database Systems for Advanced Applications - 19th International Conference, {DASFAA} 2014, Bali, Indonesia, April 21-24, 2014. Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {8422},
      pages     = {156--170},
      publisher = {Springer},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-319-05813-9\_11},
      doi       = {10.1007/978-3-319-05813-9\_11},
      timestamp = {Tue, 14 May 2019 10:00:44 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/DingJLLJ14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/pricai/2014mlsda,
      editor    = {Ashfaqur Rahman and Jeremiah D. Deng and Jiuyong Li},
      title     = {Proceedings of the {MLSDA} 2014 2nd Workshop on Machine Learning for Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December 2, 2014},
      publisher = {{ACM}},
      year      = {2014},
      url       = {http://dl.acm.org/citation.cfm?id=2689746},
      isbn      = {978-1-4503-3159-3},
      timestamp = {Wed, 28 Jan 2015 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/pricai/2014mlsda.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/LeLTG0SL13,
      author    = {Thuc Duy Le and Lin Liu and Anna Tsykin and Gregory J. Goodall and Bing Liu and Bing{-}Yu Sun and Jiuyong Li},
      title     = {Inferring microRNA-mRNA causal regulatory relationships from expression data},
      journal   = {Bioinform.},
      volume    = {29},
      number    = {6},
      pages     = {765--771},
      year      = {2013},
      url       = {https://doi.org/10.1093/bioinformatics/btt048},
      doi       = {10.1093/bioinformatics/btt048},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/LeLTG0SL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/Le00TGSL13,
      author    = {Thuc Duy Le and Lin Liu and Bing Liu and Anna Tsykin and Gregory J. Goodall and Kenji Satou and Jiuyong Li},
      title     = {Inferring microRNA and transcription factor regulatory networks in heterogeneous data},
      journal   = {{BMC} Bioinform.},
      volume    = {14},
      pages     = {92},
      year      = {2013},
      url       = {https://doi.org/10.1186/1471-2105-14-92},
      doi       = {10.1186/1471-2105-14-92},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bmcbi/Le00TGSL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cj/LiLTY13,
      author    = {Jiuyong Li and Jixue Liu and Hannu Toivonen and Jianming Yong},
      title     = {Effective Pruning for the Discovery of Conditional Functional Dependencies},
      journal   = {Comput. J.},
      volume    = {56},
      number    = {3},
      pages     = {378--392},
      year      = {2013},
      url       = {https://doi.org/10.1093/comjnl/bxs082},
      doi       = {10.1093/comjnl/bxs082},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/cj/LiLTY13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/dke/LiuYLW13,
      author    = {Jixue Liu and Feiyue Ye and Jiuyong Li and Junhu Wang},
      title     = {On discovery of functional dependencies from data},
      journal   = {Data Knowl. Eng.},
      volume    = {86},
      pages     = {146--159},
      year      = {2013},
      url       = {https://doi.org/10.1016/j.datak.2013.01.008},
      doi       = {10.1016/j.datak.2013.01.008},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/dke/LiuYLW13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/kbs/SattarLDLV13,
      author    = {A. H. M. Sarowar Sattar and Jiuyong Li and Xiaofeng Ding and Jixue Liu and Millist W. Vincent},
      title     = {A general framework for privacy preserving data publishing},
      journal   = {Knowl. Based Syst.},
      volume    = {54},
      pages     = {276--287},
      year      = {2013},
      url       = {https://doi.org/10.1016/j.knosys.2013.09.022},
      doi       = {10.1016/j.knosys.2013.09.022},
      timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/kbs/SattarLDLV13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apweb/JiaoLLL13,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      editor    = {Yoshiharu Ishikawa and Jianzhong Li and Wei Wang and Rui Zhang and Wenjie Zhang},
      title     = {A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition},
      booktitle = {Web Technologies and Applications - 15th Asia-Pacific Web Conference, APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {7808},
      pages     = {151--162},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37401-2\_17},
      doi       = {10.1007/978-3-642-37401-2\_17},
      timestamp = {Mon, 20 Jul 2020 17:18:25 +0200},
      biburl    = {https://dblp.org/rec/conf/apweb/JiaoLLL13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/ausai/Li13,
      author    = {Jiuyong Li},
      editor    = {Jeremiah D. Deng and Haibo Zhang},
      title     = {From Association Analysis to Causal Discovery},
      booktitle = {Workshop on Machine Learning for Sensory Data Analysis, {MLSDA} '13, Dunedin, New Zealand, December 2, 2013},
      pages     = {1},
      publisher = {{ACM}},
      year      = {2013},
      url       = {https://doi.org/10.1145/2542652.2542659},
      doi       = {10.1145/2542652.2542659},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/ausai/Li13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/codaspy/XiaHDLM13,
      author    = {Weiyi Xia and Raymond Heatherly and Xiaofeng Ding and Jiuyong Li and Bradley A. Malin},
      editor    = {Elisa Bertino and Ravi S. Sandhu and Lujo Bauer and Jaehong Park},
      title     = {Efficient discovery of de-identification policy options through a risk-utility frontier},
      booktitle = {Third {ACM} Conference on Data and Application Security and Privacy, CODASPY'13, San Antonio, TX, USA, February 18-20, 2013},
      pages     = {59--70},
      publisher = {{ACM}},
      year      = {2013},
      url       = {https://doi.org/10.1145/2435349.2435357},
      doi       = {10.1145/2435349.2435357},
      timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/codaspy/XiaHDLM13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/DingYLLJ13,
      author    = {Xiaofeng Ding and Qing Yu and Jiuyong Li and Jixue Liu and Hai Jin},
      editor    = {Weiyi Meng and Ling Feng and St{\'{e}}phane Bressan and Werner Winiwarter and Wei Song},
      title     = {Distributed Anonymization for Multiple Data Providers in a Cloud System},
      booktitle = {Database Systems for Advanced Applications, 18th International Conference, {DASFAA} 2013, Wuhan, China, April 22-25, 2013. Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7825},
      pages     = {346--360},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37487-6\_27},
      doi       = {10.1007/978-3-642-37487-6\_27},
      timestamp = {Tue, 14 May 2019 10:00:44 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/DingYLLJ13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdm/LiL0LJS13,
      author    = {Jiuyong Li and Thuc Duy Le and Lin Liu and Jixue Liu and Zhou Jin and Bing{-}Yu Sun},
      editor    = {Wei Ding and Takashi Washio and Hui Xiong and George Karypis and Bhavani M. Thuraisingham and Diane J. Cook and Xindong Wu},
      title     = {Mining Causal Association Rules},
      booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013},
      pages     = {114--123},
      publisher = {{IEEE} Computer Society},
      year      = {2013},
      url       = {https://doi.org/10.1109/ICDMW.2013.88},
      doi       = {10.1109/ICDMW.2013.88},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/icdm/LiL0LJS13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/LiuL0LLZ13,
      author    = {Huawen Liu and Jiuyong Li and Lin Liu and Jixue Liu and Ivan Lee and Jianmin Zhao},
      editor    = {Jian Pei and Vincent S. Tseng and Longbing Cao and Hiroshi Motoda and Guandong Xu},
      title     = {Exploring Groups from Heterogeneous Data via Sparse Learning},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7818},
      pages     = {556--567},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-37453-1\_46},
      doi       = {10.1007/978-3-642-37453-1\_46},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/LiuL0LLZ13.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/pakdd/2013-w,
      editor    = {Jiuyong Li and Longbing Cao and Can Wang and Kay Chen Tan and Bo Liu and Jian Pei and Vincent S. Tseng},
      title     = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {7867},
      publisher = {Springer},
      year      = {2013},
      url       = {https://doi.org/10.1007/978-3-642-40319-4},
      doi       = {10.1007/978-3-642-40319-4},
      isbn      = {978-3-642-40318-7},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/2013-w.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cbm/ZhangLHML12,
      author    = {Junpeng Zhang and Bing Liu and Jianfeng He and Lei Ma and Jiuyong Li},
      title     = {Inferring functional miRNA-mRNA regulatory modules in epithelial-mesenchymal transition with a probabilistic topic model},
      journal   = {Comput. Biol. Medicine},
      volume    = {42},
      number    = {4},
      pages     = {428--437},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.compbiomed.2011.12.011},
      doi       = {10.1016/j.compbiomed.2011.12.011},
      timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/cbm/ZhangLHML12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/cj/SunWLZ12,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {Satisfying Privacy Requirements Before Data Anonymization},
      journal   = {Comput. J.},
      volume    = {55},
      number    = {4},
      pages     = {422--437},
      year      = {2012},
      url       = {https://doi.org/10.1093/comjnl/bxr028},
      doi       = {10.1093/comjnl/bxr028},
      timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/cj/SunWLZ12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/eswa/SunWLZ12,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {An approximate microaggregation approach for microdata protection},
      journal   = {Expert Syst. Appl.},
      volume    = {39},
      number    = {2},
      pages     = {2211--2219},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.eswa.2011.04.223},
      doi       = {10.1016/j.eswa.2011.04.223},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/eswa/SunWLZ12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcp/TranCNLDLNSKYS12,
      author    = {Vu Anh Tran and Jos{\'{e}} Carlos Clemente and Duc Thuan Nguyen and Jiuyong Li and Xuan Tho Dang and Thi Tu Kien Le and Thi Lan Anh Nguyen and Thammakorn Saethang and Mamoru Kubo and Yoichi Yamada and Kenji Satou},
      title     = {IMPACT: A Novel Clustering Algorithm based on Attraction},
      journal   = {J. Comput.},
      volume    = {7},
      number    = {3},
      pages     = {653--665},
      year      = {2012},
      url       = {https://doi.org/10.4304/jcp.7.3.653-665},
      doi       = {10.4304/jcp.7.3.653-665},
      timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcp/TranCNLDLNSKYS12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/LiuLLC12,
      author    = {Jixue Liu and Jiuyong Li and Chengfei Liu and Yongfeng Chen},
      title     = {Discover Dependencies from Data - {A} Review},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {24},
      number    = {2},
      pages     = {251--264},
      year      = {2012},
      url       = {https://doi.org/10.1109/TKDE.2010.197},
      doi       = {10.1109/TKDE.2010.197},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/tkde/LiuLLC12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apweb/ZhangZGHYMZL12,
      author    = {Qi Zhang and Junpeng Zhang and Jianmei Gao and Jianfeng He and Xinmin Yan and Lei Ma and Xianwen Zhang and Jiuyong Li},
      editor    = {Quan Z. Sheng and Guoren Wang and Christian S. Jensen and Guandong Xu},
      title     = {A Study of the Single Point Mutation Loci in the Hepatitis {B} Virus Sequences via Optimal Risk and Preventive Sets with Weights},
      booktitle = {Web Technologies and Applications - 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {7235},
      pages     = {460--471},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29253-8\_39},
      doi       = {10.1007/978-3-642-29253-8\_39},
      timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/apweb/ZhangZGHYMZL12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/BaigLLDW12,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Xiaofeng Ding and Hua Wang},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Data Privacy against Composition Attack},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {320--334},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_24},
      doi       = {10.1007/978-3-642-29038-1\_24},
      timestamp = {Thu, 21 Nov 2019 11:10:09 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/BaigLLDW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/sec/JiaoLLL12,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      editor    = {Dimitris Gritzalis and Steven Furnell and Marianthi Theoharidou},
      title     = {Give Rookies {A} Chance: {A} Trust-Based Institutional Online Supplier Recommendation Framework},
      booktitle = {Information Security and Privacy Research - 27th {IFIP} {TC} 11 Information Security and Privacy Conference, {SEC} 2012, Heraklion, Crete, Greece, June 4-6, 2012. Proceedings},
      series    = {{IFIP} Advances in Information and Communication Technology},
      volume    = {376},
      pages     = {400--411},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-30436-1\_33},
      doi       = {10.1007/978-3-642-30436-1\_33},
      timestamp = {Sun, 02 Jun 2019 21:15:16 +0200},
      biburl    = {https://dblp.org/rec/conf/sec/JiaoLLL12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2012,
      editor    = {Yanchang Zhao and Jiuyong Li and Paul J. Kennedy and Peter Christen},
      title     = {Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, Australia, December 5-7, 2012},
      series    = {{CRPIT}},
      volume    = {134},
      publisher = {Australian Computer Society},
      year      = {2012},
      url       = {http://crpit.scem.westernsydney.edu.au/Vol134.html},
      isbn      = {978-1-921770-14-2},
      timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausdm/2012.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/compsec/SunWLZ11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Yanchun Zhang},
      title     = {Injecting purpose and trust into data anonymisation},
      journal   = {Comput. Secur.},
      volume    = {30},
      number    = {5},
      pages     = {332--345},
      year      = {2011},
      url       = {https://doi.org/10.1016/j.cose.2011.05.005},
      doi       = {10.1016/j.cose.2011.05.005},
      timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/compsec/SunWLZ11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/datamine/SunWLP11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li and Jian Pei},
      title     = {Publishing anonymous survey rating data},
      journal   = {Data Min. Knowl. Discov.},
      volume    = {23},
      number    = {3},
      pages     = {379--406},
      year      = {2011},
      url       = {https://doi.org/10.1007/s10618-010-0208-4},
      doi       = {10.1007/s10618-010-0208-4},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/datamine/SunWLP11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/dke/LiLBW11,
      author    = {Jiuyong Li and Jixue Liu and Muzammil M. Baig and Raymond Chi{-}Wing Wong},
      title     = {Information based data anonymization for classification utility},
      journal   = {Data Knowl. Eng.},
      volume    = {70},
      number    = {12},
      pages     = {1030--1045},
      year      = {2011},
      url       = {https://doi.org/10.1016/j.datak.2011.07.001},
      doi       = {10.1016/j.datak.2011.07.001},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/dke/LiLBW11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcp/ZhangHML11,
      author    = {Junpeng Zhang and Jianfeng He and Lei Ma and Jiuyong Li},
      title     = {{ORPSW:} a new classifier for gene expression data based on optimal risk and preventive patterns},
      journal   = {J. Comput.},
      volume    = {6},
      number    = {6},
      pages     = {1198--1205},
      year      = {2011},
      url       = {https://doi.org/10.4304/jcp.6.6.1198-1205},
      doi       = {10.4304/jcp.6.6.1198-1205},
      timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcp/ZhangHML11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tcbb/SunZLL11,
      author    = {Bing{-}Yu Sun and Zhi{-}Hua Zhu and Jiuyong Li and Bin Linghu},
      title     = {Combined Feature Selection and Cancer Prognosis Using Support Vector Machine Regression},
      journal   = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
      volume    = {8},
      number    = {6},
      pages     = {1671--1677},
      year      = {2011},
      url       = {https://doi.org/10.1109/TCBB.2010.119},
      doi       = {10.1109/TCBB.2010.119},
      timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/tcbb/SunZLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/cikm/BaigLLW11,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Hua Wang},
      editor    = {Craig Macdonald and Iadh Ounis and Ian Ruthven},
      title     = {Cloning for privacy protection in multiple independent data publications},
      booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
      pages     = {885--894},
      publisher = {{ACM}},
      year      = {2011},
      url       = {https://doi.org/10.1145/2063576.2063705},
      doi       = {10.1145/2063576.2063705},
      timestamp = {Thu, 26 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/cikm/BaigLLW11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/iceis/JiaoLL11,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li},
      editor    = {Runtong Zhang and Jos{\'{e}} Cordeiro and Xuewei Li and Zhenji Zhang and Juliang Zhang},
      title     = {Recognize Trustworthy Web Services Via Institutions},
      booktitle = {{ICEIS} 2011 - Proceedings of the 13th International Conference on Enterprise Information Systems, Volume 4, Beijing, China, 8-11 June, 2011},
      pages     = {187--190},
      publisher = {SciTePress},
      year      = {2011},
      timestamp = {Wed, 28 Sep 2011 15:19:28 +0200},
      biburl    = {https://dblp.org/rec/conf/iceis/JiaoLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/JiaoLLL11,
      author    = {Han Jiao and Jixue Liu and Jiuyong Li and Chengfei Liu},
      title     = {A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories},
      booktitle = {{IEEE} 10th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, Changsha, China, 16-18 November, 2011},
      pages     = {344--351},
      publisher = {{IEEE} Computer Society},
      year      = {2011},
      url       = {https://doi.org/10.1109/TrustCom.2011.45},
      doi       = {10.1109/TrustCom.2011.45},
      timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
      biburl    = {https://dblp.org/rec/conf/trustcom/JiaoLLL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/SunWL11,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li},
      editor    = {Nik Bessis and Fatos Xhafa},
      title     = {Validating Privacy Requirements in Large Survey Rating Data},
      booktitle = {Next Generation Data Technologies for Collective Computational Intelligence},
      series    = {Studies in Computational Intelligence},
      volume    = {352},
      pages     = {445--469},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-20344-2\_17},
      doi       = {10.1007/978-3-642-20344-2\_17},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/series/sci/SunWL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausai/2010,
      editor    = {Jiuyong Li},
      title     = {{AI} 2010: Advances in Artificial Intelligence - 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {6464},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-17432-2},
      doi       = {10.1007/978-3-642-17432-2},
      isbn      = {978-3-642-17431-5},
      timestamp = {Tue, 14 May 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausai/2010.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/LiuLTGGZKL10,
      author    = {Bing Liu and Lin Liu and Anna Tsykin and Gregory J. Goodall and Jeffrey E. Green and Min Zhu and Chang{-}Hee Kim and Jiuyong Li},
      title     = {Identifying functional miRNA-mRNA regulatory modules with correspondence latent dirichlet allocation},
      journal   = {Bioinform.},
      volume    = {26},
      number    = {24},
      pages     = {3105--3111},
      year      = {2010},
      url       = {https://doi.org/10.1093/bioinformatics/btq576},
      doi       = {10.1093/bioinformatics/btq576},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/LiuLTGGZKL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tkde/SunLWZL10,
      author    = {Bing{-}Yu Sun and Jiuyong Li and Desheng Dash Wu and Xiaoming Zhang and Wenbo Li},
      title     = {Kernel Discriminant Learning for Ordinal Regression},
      journal   = {{IEEE} Trans. Knowl. Data Eng.},
      volume    = {22},
      number    = {6},
      pages     = {906--910},
      year      = {2010},
      url       = {https://doi.org/10.1109/TKDE.2009.170},
      doi       = {10.1109/TKDE.2009.170},
      timestamp = {Thu, 12 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/tkde/SunLWZL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tnn/SunZLM10,
      author    = {Bing{-}Yu Sun and Xiaoming Zhang and Jiuyong Li and Xue{-}Min Mao},
      title     = {Feature fusion using locally linear embedding for classification},
      journal   = {{IEEE} Trans. Neural Networks},
      volume    = {21},
      number    = {1},
      pages     = {163--168},
      year      = {2010},
      url       = {https://doi.org/10.1109/TNN.2009.2036363},
      doi       = {10.1109/TNN.2009.2036363},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/tnn/SunZLM10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aciids/ZhangLHZ10,
      author    = {Zhongwei Zhang and Jiuyong Li and Hong Hu and Hong Zhou},
      editor    = {Ngoc Thanh Nguyen and Manh Thanh Le and Jerzy Swiatek},
      title     = {On the Effectiveness of Gene Selection for Microarray Classification Methods},
      booktitle = {Intelligent Information and Database Systems, Second International Conference, ACIIDS, Hue City, Vietnam, March 24-26, 2010. Proceedings, Part {II}},
      series    = {Lecture Notes in Computer Science},
      volume    = {5991},
      pages     = {300--309},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-12101-2\_31},
      doi       = {10.1007/978-3-642-12101-2\_31},
      timestamp = {Sun, 22 Aug 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/aciids/ZhangLHZ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/bic-ta/ZhangLLZ10,
      author    = {Zhujin Zhang and Lin Liu and Jiuyong Li and Zheng Zhang},
      title     = {Spectral representation of {DNA} sequences and its application},
      booktitle = {Fifth International Conference on Bio-Inspired Computing: Theories and Applications, {BIC-TA} 2010, University of Hunan, Liverpool Hope University, Liverpool, United Kingdom / Changsha, China, September 8-10 and September 23-26, 2010},
      pages     = {1023--1027},
      publisher = {{IEEE}},
      year      = {2010},
      url       = {https://doi.org/10.1109/BICTA.2010.5645116},
      doi       = {10.1109/BICTA.2010.5645116},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/bic-ta/ZhangLLZ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/pakdd/SunWL10,
      author    = {Xiaoxun Sun and Hua Wang and Jiuyong Li},
      editor    = {Mohammed Javeed Zaki and Jeffrey Xu Yu and Balaraman Ravindran and Vikram Pudi},
      title     = {Satisfying Privacy Requirements: One Step before Anonymization},
      booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings. Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {6118},
      pages     = {181--188},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-13657-3\_21},
      doi       = {10.1007/978-3-642-13657-3\_21},
      timestamp = {Tue, 14 May 2019 10:00:51 +0200},
      biburl    = {https://dblp.org/rec/conf/pakdd/SunWL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/BaigLLWW10,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Hua Wang and Junhu Wang},
      editor    = {Zbigniew W. Ras and Li{-}Shiang Tsay},
      title     = {Privacy Protection for Genomic Data: Current Techniques and Challenges},
      booktitle = {Advances in Intelligent Information Systems},
      series    = {Studies in Computational Intelligence},
      volume    = {265},
      pages     = {175--193},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-05183-8\_7},
      doi       = {10.1007/978-3-642-05183-8\_7},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/series/sci/BaigLLWW10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@incollection{DBLP:series/sci/LengLLLJ10,
      author    = {Jinsong Leng and Chee Peng Lim and Jiuyong Li and Dongguang Li and Lakhmi C. Jain},
      editor    = {Anne H{\aa}kansson and Ronald L. Hartung and Ngoc Thanh Nguyen},
      title     = {A Role-Based Cognitive Architecture for Multi-Agent Teaming},
      booktitle = {Agent and Multi-agent Technology for Internet and Enterprise Systems},
      series    = {Studies in Computational Intelligence},
      volume    = {289},
      pages     = {229--255},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-13526-2\_11},
      doi       = {10.1007/978-3-642-13526-2\_11},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/series/sci/LengLLLJ10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
/////////////////////////////
    %Jixue Liu

@article{DBLP:journals/concurrency/DingOJJL19,
      author    = {Xiaofeng Ding and Yangling Ou and Jianhong Jia and Hai Jin and Jixue Liu},
      title     = {Efficient subgraph search on large anonymized graphs},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {31},
      number    = {23},
      year      = {2019},
      url       = {https://doi.org/10.1002/cpe.4511},
      doi       = {10.1002/cpe.4511},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Efficient subgraph search on large anonymized graphs _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcst/LiuL19,
      author    = {Hong{-}Cheu Liu and Jixue Liu},
      title     = {On the Expressive Power of Logics on Constraint Databases with Complex Objects},
      journal   = {J. Comput. Sci. Technol.},
      volume    = {34},
      number    = {4},
      pages     = {795--817},
      year      = {2019},
      url       = {https://doi.org/10.1007/s11390-019-1943-7},
      doi       = {10.1007/s11390-019-1943-7},
      timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
      biburl    = {publication/Liu-Liu2019_Article_OnTheExpressivePowerOfLogicsOn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausai/2019,
      editor    = {Jixue Liu and James Bailey},
      title     = {{AI} 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {11919},
      publisher = {Springer},
      year      = {2019},
      url       = {https://doi.org/10.1007/978-3-030-35288-2},
      doi       = {10.1007/978-3-030-35288-2},
      isbn      = {978-3-030-35287-5},
      timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
      biburl    = {publication/2019_Book_AI2019AdvancesInArtificialInte.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/concurrency/PokharelCL17,
      author    = {Shasi Pokharel and Kim{-}Kwang Raymond Choo and Jixue Liu},
      title     = {Can Android VoIP voice conversations be decoded? {I} can eavesdrop on your Android VoIP communication},
      journal   = {Concurr. Comput. Pract. Exp.},
      volume    = {29},
      number    = {7},
      year      = {2017},
      url       = {https://doi.org/10.1002/cpe.3845},
      doi       = {10.1002/cpe.3845},
      timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
      biburl    = {publication/Concurrency and Computation - 2016 - Pokharel - Can Android VoIP voice conversations be decoded  I can eavesdrop on your.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/csi/PokharelCL17,
      author    = {Shasi Pokharel and Kim{-}Kwang Raymond Choo and Jixue Liu},
      title     = {Mobile cloud security: An adversary model for lightweight browser security},
      journal   = {Comput. Stand. Interfaces},
      volume    = {49},
      pages     = {71--78},
      year      = {2017},
      url       = {https://doi.org/10.1016/j.csi.2016.09.002},
      doi       = {10.1016/j.csi.2016.09.002},
      timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
      biburl    = {publication/Mobile cloud security_ An adversary model for lightweight browser security _ Enhanced Reader.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ipl/WangYLP17,
      author    = {Junhu Wang and Jeffrey Xu Yu and Jixue Liu and Chaoyi Pang},
      title     = {A revised result on chasing tree patterns under schema graphs},
      journal   = {Inf. Process. Lett.},
      volume    = {119},
      pages     = {19--24},
      year      = {2017},
      url       = {https://doi.org/10.1016/j.ipl.2016.11.005},
      doi       = {10.1016/j.ipl.2016.11.005},
      timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
      biburl    = {publication/1-s2.0-S0020019016301697-main.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aicol/StumptnerMGLLCK17,
      author    = {Markus Stumptner and Wolfgang Mayer and Georg Grossmann and Jixue Liu and Wenhao Li and Pompeu Casanovas and Louis de Koker and Danuta Mendelson and David Watts and Bridget Bainbridge},
      editor    = {Ugo Pagallo and Monica Palmirani and Pompeu Casanovas and Giovanni Sartor and Serena Villata},
      title     = {An Architecture for Establishing Legal Semantic Workflows in the Context of Integrated Law Enforcement},
      booktitle = {{AI} Approaches to the Complexity of Legal Systems - {AICOL} International Workshops 2015-2017: AICOL-VI@JURIX 2015, AICOL-VII@EKAW 2016, AICOL-VIII@JURIX 2016, AICOL-IX@ICAIL 2017, and AICOL-X@JURIX 2017, Revised Selected Papers},
      series    = {Lecture Notes in Computer Science},
      volume    = {10791},
      pages     = {124--139},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-030-00178-0_8},
      doi       = {10.1007/978-3-030-00178-0\_8},
      timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
      biburl    = {publication/Stumptner2018_Chapter_AnArchitectureForEstablishingL.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tods/VincentLLL15,
      author    = {Millist W. Vincent and Jixue Liu and Hong{-}Cheu Liu and Sebastian Link},
      title     = {Technical Correspondence: "Differential Dependencies: Reasoning and Discovery" Revisited},
      journal   = {{ACM} Trans. Database Syst.},
      volume    = {40},
      number    = {2},
      pages     = {14:1--14:18},
      year      = {2015},
      url       = {https://doi.org/10.1145/2757214},
      doi       = {10.1145/2757214},
      timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
      biburl    = {publication/2757214.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
//////////////////////////
    @article{DBLP:journals/ijon/SunLLSC14,
      author    = {Youqiang Sun and Jiuyong Li and Jixue Liu and Bing{-}Yu Sun and Christopher Chow},
      title     = {An improvement of symbolic aggregate approximation distance measure for time series},
      journal   = {Neurocomputing},
      volume    = {138},
      pages     = {189--198},
      year      = {2014},
      url       = {https://doi.org/10.1016/j.neucom.2014.01.045},
      doi       = {10.1016/j.neucom.2014.01.045},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/ijon/SunLLSC14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/jcss/VincentLM12,
      author    = {Millist W. Vincent and Jixue Liu and Mukesh K. Mohania},
      title     = {The implication problem for 'closest node' functional dependencies in complete {XML} documents},
      journal   = {J. Comput. Syst. Sci.},
      volume    = {78},
      number    = {4},
      pages     = {1045--1098},
      year      = {2012},
      url       = {https://doi.org/10.1016/j.jcss.2012.01.003},
      doi       = {10.1016/j.jcss.2012.01.003},
      timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/journals/jcss/VincentLM12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/LiuLHY12,
      author    = {Jixue Liu and Chengfei Liu and Theo H{\"{a}}rder and Jeffrey Xu Yu},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Updating Typical {XML} Views},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {126--140},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_11},
      doi       = {10.1007/978-3-642-29038-1\_11},
      timestamp = {Thu, 21 Nov 2019 11:10:09 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/LiuLHY12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/BaigLLDW12,
      author    = {Muzammil M. Baig and Jiuyong Li and Jixue Liu and Xiaofeng Ding and Hua Wang},
      editor    = {Sang{-}goo Lee and Zhiyong Peng and Xiaofang Zhou and Yang{-}Sae Moon and Rainer Unland and Jaesoo Yoo},
      title     = {Data Privacy against Composition Attack},
      booktitle = {Database Systems for Advanced Applications - 17th International Conference, {DASFAA} 2012, Busan, South Korea, April 15-19, 2012, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7238},
      pages     = {320--334},
      publisher = {Springer},
      year      = {2012},
      url       = {https://doi.org/10.1007/978-3-642-29038-1\_24},
      doi       = {10.1007/978-3-642-29038-1\_24},
      timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
      biburl    = {https://dblp.org/rec/conf/dasfaa/BaigLLDW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/aici/YeLQS11,
      author    = {Feiyue Ye and Jixue Liu and Jin Qian and Yuxi Shi},
      editor    = {Hepu Deng and Duoqian Miao and Jingsheng Lei and Fu Lee Wang},
      title     = {Discovering Association Rules Change from Large Databases},
      booktitle = {Artificial Intelligence and Computational Intelligence - Third International Conference, {AICI} 2011, Taiyuan, China, September 24-25, 2011, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {7002},
      pages     = {388--395},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-23881-9\_51},
      doi       = {10.1007/978-3-642-23881-9\_51},
      timestamp = {Tue, 14 May 2019 10:00:36 +0200},
      biburl    = {https://dblp.org/rec/conf/aici/YeLQS11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/dasfaa/ZhouLLWL11,
      author    = {Rui Zhou and Chengfei Liu and Jianxin Li and Junhu Wang and Jixue Liu},
      editor    = {Jeffrey Xu Yu and Myoung{-}Ho Kim and Rainer Unland},
      title     = {Evaluating Contained Rewritings for XPath Queries on Materialized Views},
      booktitle = {Database Systems for Advanced Applications - 16th International Conference, {DASFAA} 2011, Hong Kong, China, April 22-25, 2011, Proceedings, Part {I}},
      series    = {Lecture Notes in Computer Science},
      volume    = {6587},
      pages     = {481--495},
      publisher = {Springer},
      year      = {2011},
      url       = {https://doi.org/10.1007/978-3-642-20149-3\_35},
      doi       = {10.1007/978-3-642-20149-3\_35},
      timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/dasfaa/ZhouLLWL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdim/ShahriarL11,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      title     = {On mining association rules with semantic constraints in {XML}},
      booktitle = {Sixth {IEEE} International Conference on Digital Information Management, {ICDIM} 2011, Melbourne, Australia, September 26-28, 2011},
      pages     = {1--5},
      publisher = {{IEEE}},
      year      = {2011},
      url       = {https://doi.org/10.1109/ICDIM.2011.6093337},
      doi       = {10.1109/ICDIM.2011.6093337},
      timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
      biburl    = {https://dblp.org/rec/conf/icdim/ShahriarL11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ijiids/ShahriarL10,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      title     = {Towards the preservation of functional dependency in {XML} data transformation},
      journal   = {Int. J. Intell. Inf. Database Syst.},
      volume    = {4},
      number    = {5},
      pages     = {431--461},
      year      = {2010},
      url       = {https://doi.org/10.1504/IJIIDS.2010.035771},
      doi       = {10.1504/IJIIDS.2010.035771},
      timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/ijiids/ShahriarL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/fgit/ShahriarL10,
      author    = {Md. Sumon Shahriar and Jixue Liu},
      editor    = {Yanchun Zhang and Alfredo Cuzzocrea and Jianhua Ma and Kyo{-}Il Chung and Tughrul Arslan and Xiaofeng Song},
      title     = {Semantic Constraint-Based {XML} Updating},
      booktitle = {Database Theory and Application, Bio-Science and Bio-Technology - International Conferences, {DTA} and {BSBT} 2010, Held as Part of the Future Generation Information Technology Conference, {FGIT} 2010, Jeju Island, Korea, December 13-15, 2010. Proceedings},
      series    = {Communications in Computer and Information Science},
      volume    = {118},
      pages     = {100--109},
      publisher = {Springer},
      year      = {2010},
      url       = {https://doi.org/10.1007/978-3-642-17622-7\_11},
      doi       = {10.1007/978-3-642-17622-7\_11},
      timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/fgit/ShahriarL10.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeLZKCH20,
      author    = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      editor    = {Thuc Duy Le and Lin Liu and Kun Zhang and Emre Kiciman and Peng Cui and Aapo Hyv{\"{a}}rinen},
      title     = {Preface: The 2020 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD 2020), San Diego, CA, USA, 24 August 2020},
      series    = {Proceedings of Machine Learning Research},
      volume    = {127},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2020},
      url       = {http://proceedings.mlr.press/v127/le20a.html},
      timestamp = {Fri, 11 Dec 2020 12:14:42 +0100},
      biburl    = {publication/le20a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/tist/LingYWLDW19,
      author    = {Zhaolong Ling and Kui Yu and Hao Wang and Lin Liu and Wei Ding and Xindong Wu},
      title     = {BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection},
      journal   = {{ACM} Trans. Intell. Syst. Technol.},
      volume    = {10},
      number    = {5},
      pages     = {52:1--52:25},
      year      = {2019},
      url       = {https://doi.org/10.1145/3335676},
      doi       = {10.1145/3335676},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/3335676.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2019,
      editor    = {Thuc Duy Le and Kok{-}Leong Ong and Yanchang Zhao and Warren H. Jin and Sebastien Wong and Lin Liu and Graham Williams},
      title     = {Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, Australia, December 2-5, 2019, Proceedings},
      series    = {Communications in Computer and Information Science},
      volume    = {1127},
      publisher = {Springer},
      year      = {2019},
      url       = {https://doi.org/10.1007/978-981-15-1699-3},
      doi       = {10.1007/978-981-15-1699-3},
      isbn      = {978-981-15-1698-6},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/2019_Book_DataMining.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/kdd/LeZKHL18,
      author    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      editor    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      title     = {Preface: The 2018 {ACM} {SIGKDD} Workshop on Causal Discovery},
      booktitle = {Proceedings of 2018 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2018, London, UK, 20 August 2018},
      series    = {Proceedings of Machine Learning Research},
      volume    = {92},
      pages     = {1--3},
      publisher = {{PMLR}},
      year      = {2018},
      url       = {http://proceedings.mlr.press/v92/le18a.html},
      timestamp = {Fri, 12 Jul 2019 14:49:08 +0200},
      biburl    = {publication/le18a.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2017,
      editor    = {Yee Ling Boo and David Stirling and Lianhua Chi and Lin Liu and Kok{-}Leong Ong and Graham Williams},
      title     = {Data Mining - 15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers},
      series    = {Communications in Computer and Information Science},
      volume    = {845},
      publisher = {Springer},
      year      = {2018},
      url       = {https://doi.org/10.1007/978-981-13-0292-3},
      doi       = {10.1007/978-981-13-0292-3},
      isbn      = {978-981-13-0291-6},
      timestamp = {Sun, 10 Mar 2019 00:00:00 +0100},
      biburl    = {publication/2018_Book_DataMining.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/kdd/2018cd,
      editor    = {Thuc Duy Le and Kun Zhang and Emre Kiciman and Aapo Hyv{\"{a}}rinen and Lin Liu},
      title     = {Proceedings of 2018 {ACM} {SIGKDD} Workshop on Causal Discovery, CD@KDD 2018, London, UK, 20 August 2018},
      series    = {Proceedings of Machine Learning Research},
      volume    = {92},
      publisher = {{PMLR}},
      year      = {2018},
      url       = {http://proceedings.mlr.press/v92/},
      timestamp = {Fri, 12 Jul 2019 01:00:00 +0200},
      biburl    = {publication/le18a (1).pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/mta/AzfarCL17,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Forensic taxonomy of android productivity apps},
      journal   = {Multim. Tools Appl.},
      volume    = {76},
      number    = {3},
      pages     = {3313--3341},
      year      = {2017},
      url       = {https://doi.org/10.1007/s11042-016-3718-2},
      doi       = {10.1007/s11042-016-3718-2},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Azfar2017_Article_ForensicTaxonomyOfAndroidProdu.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/apn/Liu0C17,
      author    = {Junxian Liu and Lin Liu and Tao Chen},
      editor    = {Wil M. P. van der Aalst and Eike Best},
      title     = {Evaluating and Improving {SIP} Non-INVITE Transaction to Alleviate the Losing Race Problem},
      booktitle = {Application and Theory of Petri Nets and Concurrency - 38th International Conference, {PETRI} {NETS} 2017, Zaragoza, Spain, June 25-30, 2017, Proceedings},
      series    = {Lecture Notes in Computer Science},
      volume    = {10258},
      pages     = {57--77},
      publisher = {Springer},
      year      = {2017},
      url       = {https://link.springer.com/chapter/10.1007/978-3-319-57861-3_5},
      doi       = {10.1007/978-3-319-57861-3\_5},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Liu2017_Chapter_EvaluatingAndImprovingSIPNon-I.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/ecr/AzfarC016,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Android mobile VoIP apps: a survey and examination of their security and privacy},
      journal   = {Electron. Commer. Res.},
      volume    = {16},
      number    = {1},
      pages     = {73--111},
      year      = {2016},
      url       = {https://doi.org/10.1007/s10660-015-9208-1},
      doi       = {10.1007/s10660-015-9208-1},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/Azfar2016_Article_AndroidMobileVoIPAppsASurveyAn.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/hicss/AzfarC016,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      editor    = {Tung X. Bui and Ralph H. Sprague Jr.},
      title     = {An Android Social App Forensics Adversary Model},
      booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016, Koloa, HI, USA, January 5-8, 2016},
      pages     = {5597--5606},
      publisher = {{IEEE} Computer Society},
      year      = {2016},
      url       = {https://doi.org/10.1109/HICSS.2016.693},
      doi       = {10.1109/HICSS.2016.693},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/An_Android_Social_App_Forensics_Adversary_Model.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/amcis/AzfarC015,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {Forensic Taxonomy of Popular Android mHealth Apps},
      booktitle = {21st Americas Conference on Information Systems, {AMCIS} 2015, Puerto Rico, August 13-15, 2015},
      publisher = {Association for Information Systems},
      year      = {2015},
      url       = {http://aisel.aisnet.org/amcis2015/HealthIS/GeneralPresentations/13},
      timestamp = {Sun, 13 Dec 2015 13:10:52 +0100},
      biburl    = {publication/Forensic Taxonomy of Popular Android mHealth Apps.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
///////////////////////
    @article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/topnoc/LiuL14,
      author    = {Junxian Liu and Lin Liu},
      title     = {A Coloured Petri Net Approach to the Functional and Performance Analysis of {SIP} Non-INVITE Transaction},
      journal   = {Trans. Petri Nets Other Model. Concurr.},
      volume    = {9},
      pages     = {147--177},
      year      = {2014},
      url       = {https://doi.org/10.1007/978-3-662-45730-6\_8},
      doi       = {10.1007/978-3-662-45730-6\_8},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/topnoc/LiuL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/hicss/AzfarCL14,
      author    = {Abdullah Azfar and Kim{-}Kwang Raymond Choo and Lin Liu},
      title     = {A Study of Ten Popular Android Mobile VoIP Applications: Are the Communications Encrypted?},
      booktitle = {47th Hawaii International Conference on System Sciences, {HICSS} 2014, Waikoloa, HI, USA, January 6-9, 2014},
      pages     = {4858--4867},
      publisher = {{IEEE} Computer Society},
      year      = {2014},
      url       = {https://doi.org/10.1109/HICSS.2014.596},
      doi       = {10.1109/HICSS.2014.596},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/hicss/AzfarCL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@proceedings{DBLP:conf/ausdm/2014,
      editor    = {Xue Li and Lin Liu and Kok{-}Leong Ong and Yanchang Zhao},
      title     = {Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, Australia, November 2014},
      series    = {{CRPIT}},
      volume    = {158},
      publisher = {Australian Computer Society},
      year      = {2014},
      url       = {http://crpit.scem.westernsydney.edu.au/Vol158.html},
      isbn      = {978-1-921770-17-3},
      timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/ausdm/2014.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/trustcom/Liu11,
      author    = {Lin Liu},
      title     = {Uncovering {SIP} Vulnerabilities to DoS Attacks Using Coloured Petri Nets},
      booktitle = {{IEEE} 10th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, Changsha, China, 16-18 November, 2011},
      pages     = {29--36},
      publisher = {{IEEE} Computer Society},
      year      = {2011},
      url       = {https://doi.org/10.1109/TrustCom.2011.8},
      doi       = {10.1109/TrustCom.2011.8},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/trustcom/Liu11.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/NguyenLQNLV21,
      author    = {Thin Nguyen and Hang Le and Thomas P. Quinn and Tri Nguyen and Thuc Duy Le and Svetha Venkatesh},
      title     = {GraphDTA: predicting drug-target binding affinity with graph neural networks},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {8},
      pages     = {1140--1147},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btaa921},
      doi       = {10.1093/bioinformatics/btaa921},
      timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
      biburl    = {publication/btaa921.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bioinformatics/ChaudharyPL21,
      author    = {Mandar S. Chaudhary and Vu Viet Hoang Pham and Thuc Duy Le},
      title     = {NIBNA: a network-based node importance approach for identifying breast cancer drivers},
      journal   = {Bioinform.},
      volume    = {37},
      number    = {17},
      pages     = {2521--2528},
      year      = {2021},
      url       = {https://doi.org/10.1093/bioinformatics/btab145},
      doi       = {10.1093/bioinformatics/btab145},
      timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
      biburl    = {publication/btab145.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/access/PanCLLZ20,
      author    = {Jianhan Pan and Teng Cui and Thuc Duy Le and Xiaomei Li and Jing Zhang},
      title     = {Multi-Group Transfer Learning on Multiple Latent Spaces for Text Classification},
      journal   = {{IEEE} Access},
      volume    = {8},
      pages     = {64120--64130},
      year      = {2020},
      url       = {https://doi.org/10.1109/ACCESS.2020.2984571},
      doi       = {10.1109/ACCESS.2020.2984571},
      timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
      biburl    = {publication/Multi-Group_Transfer_Learning_on_Multiple_Latent_Spaces_for_Text_Classification.pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@article{DBLP:journals/bmcbi/ZhangL0L17a,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Jiuyong Li},
      title     = {Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer},
      journal   = {{BMC} Bioinform.},
      volume    = {18},
      number    = {1},
      pages     = {243:1--243:12},
      year      = {2017},
      url       = {https://doi.org/10.1186/s12859-017-1672-2},
      doi       = {10.1186/s12859-017-1672-2},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {publication/s12859-017-1672-2 (1).pdf},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
///////////////////////
    @article{DBLP:journals/bioinformatics/ZhangL000GL14,
      author    = {Junpeng Zhang and Thuc Duy Le and Lin Liu and Bing Liu and Jianfeng He and Gregory J. Goodall and Jiuyong Li},
      title     = {Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data},
      journal   = {Bioinform.},
      volume    = {30},
      number    = {21},
      pages     = {3070--3077},
      year      = {2014},
      url       = {https://doi.org/10.1093/bioinformatics/btu489},
      doi       = {10.1093/bioinformatics/btu489},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/journals/bioinformatics/ZhangL000GL14.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }

@inproceedings{DBLP:conf/icdm/JinL0LSW12,
      author    = {Zhou Jin and Jiuyong Li and Lin Liu and Thuc Duy Le and Bing{-}Yu Sun and Rujing Wang},
      editor    = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu},
      title     = {Discovery of Causal Rules Using Partial Association},
      booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012},
      pages     = {309--318},
      publisher = {{IEEE} Computer Society},
      year      = {2012},
      url       = {https://doi.org/10.1109/ICDM.2012.36},
      doi       = {10.1109/ICDM.2012.36},
      timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
      biburl    = {https://dblp.org/rec/conf/icdm/JinL0LSW12.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org}
    }
/////////////////////////
    @article{pham2021pdriver,
      title={pDriver: a novel method for unravelling personalized coding and miRNA cancer drivers},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Nguyen, Thin and Goodall, Gregory J and Li, Jiuyong and Le, Thuc D},
      journal={Bioinformatics},
      volume={37},
      number={19},
      pages={3285--3292},
      year={2021},
      url       = {https://academic.oup.com/bioinformatics/article/37/19/3285/6255310},
      biburl    = {publication/btab262.pdf},
      publisher={Oxford University Press}
    }

@article{zhang2021time,
      title={Time to infer miRNA sponge modules.},
      author={Zhang, J and Liu, L and Xu, T and Zhang, W and Li, J and Rao, N and Le, TD},
      journal={Wiley Interdisciplinary reviews. RNA},
      pages={e1686--e1686},
      url       = {https://wires.onlinelibrary.wiley.com/doi/pdf/10.1002/wrna.1686},
      biburl    = {publication/WIREs RNA - 2021 - Zhang - Time to infer miRNA sponge modules.pdf},
      year={2021}
    }

@article{tarca2021crowdsourcing,
      title={Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth},
      author={Tarca, Adi L and Pataki, B{\'a}lint {\'A}rmin and Romero, Roberto and Sirota, Marina and Guan, Yuanfang and Kutum, Rintu and Gomez-Lopez, Nardhy and Done, Bogdan and Bhatti, Gaurav and Yu, Thomas and others},
      journal={Cell Reports Medicine},
      volume={2},
      number={6},
      pages={100323},
      year={2021},
      url       = {https://www.sciencedirect.com/science/article/pii/S266637912100166X},
      biburl    = {publication/1-s2.0-S266637912100166X-main.pdf},
      publisher={Elsevier}
    }

@article{nguyen2021pan,
      title={PAN: Personalized Annotation-based Networks for the Prediction of Breast Cancer Relapse},
      author={Nguyen, Thin and Lee, Samuel and Quinn, Thomas and Truong, Buu and Li, Xiaomei and Tran, Truyen and Venkatesh, Svetha and Le, Thuc Duy},
      journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
      year={2021},
      url       = {https://ieeexplore.ieee.org/abstract/document/9417708},
      biburl    = {publication/PAN_Personalized_Annotation-Based_Networks_for_the_Prediction_of_Breast_Cancer_Relapse.pdf},
      publisher={IEEE}
    }

@article{zhang2021mirsm,
      title={miRSM: an R package to infer and analyse miRNA sponge modules in heterogeneous data},
      author={Zhang, Junpeng and Liu, Lin and Xu, Taosheng and Zhang, Wu and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
      journal={RNA biology},
      pages={1--13},
      year={2021},
      url       = {https://www.tandfonline.com/doi/full/10.1080/15476286.2021.1905341},
      biburl    = {publication/15476286.2021.pdf},
      publisher={Taylor \& Francis}
    }

@article{pham2021computational,
      title={Computational methods for cancer driver discovery: A survey},
      author={Pham, Vu Viet Hoang and Liu, Lin and Bracken, Cameron and Goodall, Gregory and Li, Jiuyong and Le, Thuc Duy},
      journal={Theranostics},
      volume={11},
      number={11},
      pages={5553},
      year={2021},
      url       = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8039954/},
      biburl    = {publication/Enhanced Reader.pdf},
      publisher={Ivyspring International Publisher}
    }

@article{pham2020drivergroup,
      title={DriverGroup: a novel method for identifying driver gene groups},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Goodall, Gregory J and Li, Jiuyong and Le, Thuc D},
      journal={Bioinformatics},
      volume={36},
      number={Supplement\_2},
      pages={i583--i591},
      year={2020},
      url       = {https://academic.oup.com/bioinformatics/article/36/Supplement_2/i583/6055900?login=true},
      biburl    = {publication/btaa797.pdf},
      publisher={Oxford University Press}
    }

@article{tanevski2020gene,
      title={Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data},
      author={Tanevski, Jovan and Nguyen, Thin and Truong, Buu and Karaiskos, Nikos and Ahsen, Mehmet Eren and Zhang, Xinyu and Shu, Chang and Xu, Ke and Liang, Xiaoyu and Hu, Ying and others},
      journal={Life science alliance},
      volume={3},
      number={11},
      year={2020},
      url       = {https://www.life-science-alliance.org/content/3/11/e202000867.abstract},
      biburl    = {publication/e202000867.full.pdf},
      publisher={Life Science Alliance}
    }

@article{li2020novel,
      title={A novel single-cell based method for breast cancer prognosis},
      author={Li, Xiaomei and Liu, Lin and Goodall, Gregory J and Schreiber, Andreas and Xu, Taosheng and Li, Jiuyong and Le, Thuc D},
      journal={PLoS computational biology},
      volume={16},
      number={8},
      pages={e1008133},
      year={2020},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008133},
      biburl    = {publication/file (1).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{truong2020efficient,
      title={Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives},
      author={Truong, Buu and Zhou, Xuan and Shin, Jisu and Li, Jiuyong and van der Werf, Julius HJ and Le, Thuc D and Lee, S Hong},
      journal={Nature communications},
      volume={11},
      number={1},
      pages={1--11},
      year={2020},
      url       = {https://www.nature.com/articles/s41467-020-16829-x},
      biburl    = {publication/s41467-020-16829-x.pdf},
      publisher={Nature Publishing Group}
    }

@article{zhang2020lmsm,
      title={LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer},
      author={Zhang, Junpeng and Xu, Taosheng and Liu, Lin and Zhang, Wu and Zhao, Chunwen and Li, Sijing and Li, Jiuyong and Rao, Nini and Le, Thuc Duy},
      journal={PLoS computational biology},
      volume={16},
      number={4},
      pages={e1007851},
      year={2020},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007851},
      biburl    = {publication/file (2).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{li2020accurate,
      title={Accurate data-driven prediction does not mean high reproducibility},
      author={Li, Jiuyong and Liu, Lin and Le, Thuc Duy and Liu, Jixue},
      journal={Nature Machine Intelligence},
      volume={2},
      number={1},
      pages={13--15},
      year={2020},
      url       = {https://www.nature.com/articles/s42256-019-0140-2},
      biburl    = {publication/PredictionNotReproducibility (1).pdf},
      publisher={Nature Publishing Group}
    }

@article{pham2019cbna,
      title={CBNA: a control theory based method for identifying coding and non-coding cancer drivers},
      author={Pham, Vu VH and Liu, Lin and Bracken, Cameron P and Goodall, Gregory J and Long, Qi and Li, Jiuyong and Le, Thuc D},
      journal={PLoS computational biology},
      volume={15},
      number={12},
      pages={e1007538},
      year={2019},
      url       = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007538},
      biburl    = {publication/file (3).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{pillman2019extensive,
      title={Extensive transcriptional responses are co-ordinated by microRNAs as revealed by Exon--Intron Split Analysis (EISA)},
      author={Pillman, Katherine A and Scheer, Kaitlin G and Hackett-Jones, Emily and Saunders, Klay and Bert, Andrew G and Toubia, John and Whitfield, Holly J and Sapkota, Sunil and Sourdin, Laura and Pham, Hoang and others},
      journal={Nucleic acids research},
      volume={47},
      number={16},
      pages={8606--8619},
      year={2019},
      url       = {https://academic.oup.com/nar/article/47/16/8606/5542881?login=true},
      biburl    = {publication/gkz664.pdf},
      publisher={Oxford University Press}
    }

@article{choobdar2019assessment,
      title={Assessment of network module identification across complex diseases},
      author={Choobdar, Sarvenaz and Ahsen, Mehmet E and Crawford, Jake and Tomasoni, Mattia and Fang, Tao and Lamparter, David and Lin, Junyuan and Hescott, Benjamin and Hu, Xiaozhe and Mercer, Johnathan and others},
      journal={Nature methods},
      volume={16},
      number={9},
      pages={843--852},
      year={2019},
      url       = {https://www.nature.com/articles/s41592-019-0509-5},
      biburl    = {publication/s41592-019-0509-5.pdf},
      publisher={Nature Publishing Group}
    }

@article{brown2019large,
      title={Large expert-curated database for benchmarking document similarity detection in biomedical literature search},
      author={Brown, Peter and Tan, Aik-Choon and El-Esawi, Mohamed A and Liehr, Thomas and Blanck, Oliver and Gladue, Douglas P and Almeida, Gabriel MF and Cernava, Tomislav and Sorzano, Carlos O and Yeung, Andy WK and others},
      journal={Database},
      volume={2019},
      year={2019},
      url       = {https://academic.oup.com/database/article/doi/10.1093/database/baz085/5608006?login=true},
      biburl    = {publication/baz085.pdf},
      publisher={Oxford Academic}
    }

@article{zhang2018lncmirsrn,
      title={LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer},
      author={Zhang, Junpeng and Liu, Lin and Li, Jiuyong and Le, Thuc Duy},
      journal={Bioinformatics},
      volume={34},
      number={24},
      pages={4232--4240},
      year={2018},
      url       = {https://academic.oup.com/bioinformatics/article/34/24/4232/5046259?login=true},
      biburl    = {publication/bty525 (1).pdf},
      publisher={Oxford University Press}
    }

@article{le2018causal,
      title={Causal inference methods and applications in Bioinformatics},
      author={Le, Thuc Duy},
      url       = {https://www.researchgate.net/profile/Thuc-Le-2/publication/307477690_Causal_inference_methods_and_applications_in_Bioinformatics/links/5c6e3b11299bf1e3a5b8dc48/Causal-inference-methods-and-applications-in-Bioinformatics.pdf},
      biburl    = {publication/Publications.pdf},
      year={2018}
    }

@article{truong2018use,
      title={Use of haploid model of Candida albicans to uncover mechanism of action of a novel antifungal agent},
      author={Truong, Thuyen and Suriyanarayanan, Tanujaa and Zeng, Guisheng and Le, Thuc D and Liu, Lin and Li, Jiuyong and Tong, Cao and Wang, Yue and Seneviratne, Chaminda J},
      journal={Frontiers in cellular and infection microbiology},
      volume={8},
      pages={164},
      year={2018},
      url       = {https://www.frontiersin.org/articles/10.3389/fcimb.2018.00164/full},
      biburl    = {publication/fcimb-08-00164.pdf},
      publisher={Frontiers}
    }

@article{zhang2016predicting,
      title={Predicting miRNA targets by integrating gene regulatory knowledge with expression profiles},
      author={Zhang, Weijia and Le, Thuc Duy and Liu, Lin and Zhou, Zhi-Hua and Li, Jiuyong},
      journal={PloS one},
      volume={11},
      number={4},
      pages={e0152860},
      year={2016},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152860},
      biburl    = {publication/file (4).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{xu2016identifying,
      title={Identifying cancer subtypes from miRNA-TF-mRNA regulatory networks and expression data},
      author={Xu, Taosheng and Le, Thuc Duy and Liu, Lin and Wang, Rujing and Sun, Bingyu and Li, Jiuyong},
      journal={PloS one},
      volume={11},
      number={4},
      pages={e0152792},
      year={2016},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0152792},
      biburl    = {publication/file (5).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{zhang2016novel,
      title={A novel framework for inferring condition-specific TF and miRNA co-regulation of protein--protein interactions},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and He, Jianfeng and Li, Jiuyong},
      journal={Gene},
      volume={577},
      number={1},
      pages={55--64},
      year={2016},
      url       = {https://www.sciencedirect.com/science/article/pii/S0378111915014328},
      biburl    = {publication/1-s2.0-S0378111915014328-main.pdf},
      publisher={Elsevier}
    }

@article{zhang2016identifying,
      title={Identifying miRNA synergistic regulatory networks in heterogeneous human data via network motifs},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and He, Jianfeng and Li, Jiuyong},
      journal={Molecular bioSystems},
      volume={12},
      number={2},
      pages={454--463},
      year={2016},
      url       = {https://pubs.rsc.org/en/content/articlehtml/2016/mb/c5mb00562k},
      biburl    = {publication/c5mb00562k.pdf},
      publisher={Royal Society of Chemistry}
    }

@article{le2015mirlab,
      title={miRLAB: an R based dry lab for exploring miRNA-mRNA regulatory relationships},
      author={Le, Thuc Duy and Zhang, Junpeng and Liu, Lin and Liu, Huawen and Li, Jiuyong},
      journal={PloS one},
      volume={10},
      number={12},
      pages={e0145386},
      year={2015},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0145386},
      biburl    = {publication/file (6).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{le2015ensemble,
      title={Ensemble methods for miRNA target prediction from expression data},
      author={Le, Thuc Duy and Zhang, Junpeng and Liu, Lin and Li, Jiuyong},
      journal={PloS one},
      volume={10},
      number={6},
      pages={e0131627},
      year={2015},
      url       = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0131627},
      biburl    = {publication/file (7).pdf},
      publisher={Public Library of Science San Francisco, CA USA}
    }

@article{le2015mirna,
      title={From miRNA regulation to miRNA--TF co-regulation: computational approaches and challenges},
      author={Le, Thuc Duy and Liu, Lin and Zhang, Junpeng and Liu, Bing and Li, Jiuyong},
      journal={Briefings in bioinformatics},
      volume={16},
      number={3},
      pages={475--496},
      year={2015},
      url       = {https://academic.oup.com/bib/article/16/3/475/245369?login=true},
      biburl    = {publication/bbu023 (1).pdf},
      publisher={Oxford University Press}
    }
///////////////////////
    @article{zhang2014identifying,
      title={Identifying direct miRNA--mRNA causal regulatory relationships in heterogeneous data},
      author={Zhang, Junpeng and Le, Thuc Duy and Liu, Lin and Liu, Bing and He, Jianfeng and Goodall, Gregory J and Li, Jiuyong},
      journal={Journal of biomedical informatics},
      volume={52},
      pages={438--447},
      year={2014},
      url       = {https://www.sciencedirect.com/science/article/pii/S1532046414001865},
      publisher={Elsevier}
    }

@article{le2013inferring,
      title={Inferring microRNA--mRNA causal regulatory relationships from expression data},
      author={Le, Thuc Duy and Liu, Lin and Tsykin, Anna and Goodall, Gregory J and Liu, Bing and Sun, Bing-Yu and Li, Jiuyong},
      journal={Bioinformatics},
      volume={29},
      number={6},
      pages={765--771},
      year={2013},
      url       = {https://academic.oup.com/bioinformatics/article/29/6/765/184183?login=true},
      publisher={Oxford University Press}
    }
///////////

(Top of the page)