EEG-channel selection based on difference analysis of mental activities. - Qi Li 012; Qing-Hao Meng; Wei Li 006; Ming Zeng 001 (ICMLC, 2013)

Ensemble Learning. - Yaliang Li; Jing Gao 004; Qi Li 012; Wei Fan 001 (Data Classification: Algorithms and Applications, 2014)

Crowdsourcing for Multiple-Choice Question Answering. - Bahadir Ismail Aydin; Yavuz Selim Yilmaz; Yaliang Li; Qi Li 012; Jing Gao 004; Murat Demirbas (AAAI, 2014)

Generalized Decision Aggregation in Distributed Sensing Systems. - Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue Liu 001; Yan Gao 010; Lance M. Kaplan (RTSS, 2014)

Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation. - Qi Li 012; Yaliang Li; Jing Gao 004; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (SIGMOD Conference, 2014)

A Confidence-Aware Approach for Truth Discovery on Long-Tail Data. - Qi Li 012; Yaliang Li; Jing Gao 004; Lu Su 001; Bo Zhao 001; Murat Demirbas; Wei Fan 001; Jiawei Han 001 (Proc. VLDB Endow., 2014)

On the Discovery of Evolving Truth. - Yaliang Li; Qi Li 012; Jing Gao 004; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (KDD, 2015)

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. - Fenglong Ma; Yaliang Li; Qi Li 012; Minghui Qiu; Jing Gao 004; Shi Zhi; Lu Su 001; Bo Zhao 001; Heng Ji 001; Jiawei Han 001 (KDD, 2015)

Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective. - Jing Gao 004; Qi Li 012; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (Proc. VLDB Endow., 2015)

A Survey on Truth Discovery. - Yaliang Li; Jing Gao 004; Chuishi Meng; Qi Li 012; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (SIGKDD Explor., 2015)

Influence-Aware Truth Discovery. - Hengtong Zhang; Qi Li 012; Fenglong Ma; Houping Xiao; Yaliang Li; Jing Gao 004; Lu Su 001 (CIKM, 2016)

Mining Reliable Information from Passively and Actively Crowdsourced Data. - Jing Gao 004; Qi Li 012; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (KDD, 2016)

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (KDD, 2016)

OpenAtom: Scalable Ab-Initio Molecular Dynamics with Diverse Capabilities. - Nikhil Jain; Eric J. Bohm; Eric Mikida; Subhasish Mandal; Minjung Kim; Prateek Jindal; Qi Li 012; Sohrab Ismail-Beigi; Glenn J. Martyna; Laxmikant V. Kalé (ISC, 2016)

Crowdsourcing High Quality Labels with a Tight Budget. - Qi Li 012; Fenglong Ma; Jing Gao 004; Lu Su 001; Christopher J. Quinn (WSDM, 2016)

Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery. - Yaliang Li; Qi Li 012; Jing Gao 004; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2016)

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. - Fenglong Ma; Chuishi Meng; Houping Xiao; Qi Li 012; Jing Gao 004; Lu Su 001; Aidong Zhang (KDD, 2017)

Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts. - Yaliang Li; Nan Du 001; Chaochun Liu; Yusheng Xie; Wei Fan 001; Qi Li 012; Jing Gao 004; Huan Sun 001 (WSDM, 2017)

Open Information Extraction with Meta-pattern Discovery in Biomedical Literature. - Xuan Wang 008; Yu Zhang 044; Qi Li 012; Yinyin Chen; Jiawei Han 001 (BCB, 2018)

PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature. - Xuan Wang 008; Yu Zhang 044; Qi Li 012; Cathy H. Wu; Jiawei Han 001 (BIBM, 2018)

Pattern Discovery for Wide-Window Open Information Extraction in Biomedical Literature. - Qi Li 012; Xuan Wang 008; Yu Zhang 044; Fei Ling; Cathy H. Wu; Jiawei Han 001 (BIBM, 2018)

Towards Personalized Learning in Mobile Sensing Systems. - Wenjun Jiang; Qi Li 012; Lu Su 001; Chenglin Miao; Quanquan Gu; Wenyao Xu (ICDCS, 2018)

Dynamic Truth Discovery on Numerical Data. - Shi Zhi; Fan Yang 084; Zheyi Zhu; Qi Li 012; Zhaoran Wang 001; Jiawei Han 001 (ICDM, 2018)

TruePIE: Discovering Reliable Patterns in Pattern-Based Information Extraction. - Qi Li 012; Meng Jiang 001; Xikun Zhang 001; Meng Qu; Timothy P. Hanratty; Jing Gao 004; Jiawei Han 001 (KDD, 2018)

An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery. - Yaliang Li; Chenglin Miao; Lu Su 001; Jing Gao 004; Qi Li 012; Bolin Ding; Zhan Qin; Kui Ren 001 (KDD, 2018)

Towards Data Poisoning Attacks in Crowd Sensing Systems. - Chenglin Miao; Qi Li 012; Houping Xiao; Wenjun Jiang; Mengdi Huai; Lu Su 001 (MobiHoc, 2018)

Online Truth Discovery on Time Series Data. - Liuyi Yao; Lu Su 001; Qi Li 012; Yaliang Li; Fenglong Ma; Jing Gao 004; Aidong Zhang (SDM, 2018)

Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing. - Chenglin Miao; Qi Li 012; Lu Su 001; Mengdi Huai; Wenjun Jiang; Jing Gao 004 (WWW, 2018)

Finding Similar Medical Questions from Question Answering Websites. - Yaliang Li; Liuyi Yao; Nan Du 001; Jing Gao 004; Qi Li 012; Chuishi Meng; Chenwei Zhang; Wei Fan 001 (CoRR, 2018)

Towards Quality Aware Information Integration in Distributed Sensing Systems. - Wenjun Jiang; Chenglin Miao; Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue (Steve) Liu; Yan Gao 010; et al. (IEEE Trans. Parallel Distributed Syst., 2018)

Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion. - Xuan Wang 008; Yu Zhang 044; Qi Li 012; Xiang Ren 001; Jingbo Shang; Jiawei Han 001 (BIBM, 2019)

Improving Peer Assessment Accuracy by Incorporating Relative Peer Grades. - Tianqi Wang; Qi Li 012; Jing Gao 004; Xia Jing; Jie Tang 001 (EDM, 2019)

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories. - Yu Zhang 044; Frank F. Xu; Sha Li; Yu Meng 001; Xuan Wang 008; Qi Li 012; Jiawei Han 001 (ICDM, 2019)

A Novel Unsupervised Approach for Precise Temporal Slot Filling from Incomplete and Noisy Temporal Contexts. - Xueying Wang; Haiqiao Zhang; Qi Li 012; Yiyu Shi 001; Meng Jiang 001 (WWW, 2019)

Scalable GW software for quasiparticle properties using OpenAtom. - Minjung Kim; Subhasish Mandal; Eric Mikida; Kavitha Chandrasekar; Eric J. Bohm; Nikhil Jain; Qi Li 012; Raghavendra Kanakagiri; Glenn J. Martyna; Laxmikant V. Kalé; Sohrab Ismail-Beigi (Comput. Phys. Commun., 2019)

AutoRepair: an automatic repairing approach over multi-source data. - Chen Ye 003; Qi Li 012; Hengtong Zhang; Hongzhi Wang 001; Jing Gao 004; Jianzhong Li 001 (Knowl. Inf. Syst., 2019)

Towards Confidence Interval Estimation in Truth Discovery. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2019)

EVIDENCEMINER: Textual Evidence Discovery for Life Sciences. - Xuan Wang 008; Yingjun Guan; Weili Liu; Aabhas Chauhan; Enyi Jiang; Qi Li 012; David Liem; Dibakar Sigdel; John Caufield; Peipei Ping; Jiawei Han 001 (ACL (demo), 2020)

Fine-Grained Named Entity Recognition with Distant Supervision in COVID-19 Literature. - Xuan Wang 008; Xiangchen Song; Bangzheng Li; Kang Zhou 002; Qi Li 012; Jiawei Han 001 (BIBM, 2020)

Pattern-enhanced Named Entity Recognition with Distant Supervision. - Xuan Wang 008; Yingjun Guan; Yu Zhang 044; Qi Li 012; Jiawei Han 001 (IEEE BigData, 2020)

Textual Evidence Mining via Spherical Heterogeneous Information Network Embedding. - Xuan Wang 008; Yu Zhang 044; Aabhas Chauhan; Qi Li 012; Jiawei Han 001 (IEEE BigData, 2020)

OptSLA: an Optimization-Based Approach for Sequential Label Aggregation. - Nasim Sabetpour; Adithya Kulkarni; Qi Li 012 (EMNLP (Findings), 2020)

Partially-Typed NER Datasets Integration: Connecting Practice to Theory. - Shi Zhi; Liyuan Liu; Yu Zhang 044; Shiyin Wang; Qi Li 012; Chao Zhang 014; Jiawei Han 001 (CoRR, 2020)

Extracting Medical Knowledge from Crowdsourced Question Answering Website. - Yaliang Li; Chaochun Liu; Nan Du 001; Wei Fan 001; Qi Li 012; Jing Gao 004; Chenwei Zhang; Hao Wu (IEEE Trans. Big Data, 2020)

Truth Discovery in Sequence Labels from Crowds. - Nasim Sabetpour; Adithya Kulkarni; Sihong Xie; Qi Li 012 (ICDM, 2021)

The Third International TrueFact Workshop: Making a Credible Web for Tomorrow. - Subhabrata Mukherjee; Qi Li 012; Sihong Xie; Philip S. Yu; Jing Gao 004 (KDD, 2021)

Data Poisoning Attacks and Defenses to Crowdsourcing Systems. - Minghong Fang; Minghao Sun; Qi Li 012; Neil Zhenqiang Gong; Jin Tian 001; Jia Liu 002 (WWW, 2021)

Rogue people: on adversarial crowdsourcing in the context of cyber security. - Mohammad Moradi 001; Qi Li 012 (J. Inf. Commun. Ethics Soc., 2021)

Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning. - Kang Zhou 002; Yuepei Li; Qi Li 012 (ACL (1), 2022)

Joint International Workshop on Misinformation and Misbehavior Mining on the Web & Making a Credible Web for Tomorrow (MIS2-TrueFact). - Pamela Bhattacharya; Jing Gao 004; Meng Jiang 001; Mehran Kafai; Srijan Kumar; Qi Li 012; Neil Shah; Sihong Xie; Philip S. Yu; Ming Zeng 001 (KDD, 2022)

Open-Domain Aspect-Opinion Co-Mining with Double-Layer Span Extraction. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (KDD, 2022)

SagDRE: Sequence-Aware Graph-Based Document-Level Relation Extraction with Adaptive Margin Loss. - Ying Wei; Qi Li 012 (KDD, 2022)

CPTAM: Constituency Parse Tree Aggregation Method. - Adithya Kulkarni; Nasim Sabetpour; Alexey Markin; Oliver Eulenstein; Qi Li 012 (SDM, 2022)

Probabilistic Hierarchical Quantum Information Splitting of Arbitrary Multi-Qubit States. - Jie Tang 001; Song-Ya Ma; Qi Li 012 (Entropy, 2022)

Improving Distantly Supervised Relation Extraction by Natural Language Inference. - Kang Zhou 002; Qiao Qiao; Yuepei Li; Qi Li 012 (AAAI, 2023)

Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (ACL (1), 2023)

CoRec: An Easy Approach for Coordination Recognition. - Qing Wang; Haojie Jia; Wenfei Song; Qi Li 012 (EMNLP, 2023)

Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs. - Qing Wang; Kang Zhou 002; Qiao Qiao; Yuepei Li; Qi Li 012 (EMNLP, 2023)

ScdNER: Span-Based Consistency-Aware Document-Level Named Entity Recognition. - Ying Wei; Qi Li 012 (EMNLP, 2023)

Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks. - Yonas Sium; Georgios Kollias; Tsuyoshi Idé; Payel Das; Naoki Abe; Aurélie C. Lozano; Qi Li 012 (ICASSP, 2023)

Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion. - Qiao Qiao; Yuepei Li; Kang Zhou 002; Qi Li 012 (PAKDD (3), 2023)

Optimal Budget Allocation for Crowdsourcing Labels for Graphs. - Adithya Kulkarni; Mohna Chakraborty; Sihong Xie; Qi Li 012 (UAI, 2023)

Beryllium: Neural Search for Algorithm Implementations. - Adithya Kulkarni; Mohna Chakraborty; Yonas Sium; Sai Charishma Valluri; Wei Le; Qi Li 012 (CoRR, 2023)

An Empirical Study of Using ChatGPT for Fact Verification Task. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (CoRR, 2023)

Individual Fairness in Graphs Using Local and Global Structural Information. - Yonas Sium; Qi Li 012; Kush R. Varshney (AIES (1), 2024)

GenDecider: Integrating "None of the Candidates" Judgments in Zero-Shot Entity Linking Re-ranking. - Kang Zhou 002; Yuepei Li; Qing Wang; Qiao Qiao; Qi Li 012 (NAACL (Short Papers), 2024)

pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning. - Jiaqi Wang 002; Qi Li 012; Lingjuan Lyu; Fenglong Ma (NeurIPS, 2024)

Empirical Analysis for Unsupervised Universal Dependency Parse Tree Aggregation. - Adithya Kulkarni; Oliver Eulenstein; Qi Li 012 (CoRR, 2024)

Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation. - Qiao Qiao; Yuepei Li; Qing Wang; Kang Zhou 002; Qi Li 012 (CoRR, 2024)

Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style. - Yuepei Li; Kang Zhou 002; Qiao Qiao; Bach Nguyen; Qing Wang; Qi Li 012 (ACL (Findings), 2025)

Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked? - Seok Hwan Song; Mohna Chakraborty; Qi Li 012; Wallapak Tavanapong (ACL (Findings), 2025)

Towards a More Generalized Approach in Open Relation Extraction. - Qing Wang; Yuepei Li; Qiao Qiao; Kang Zhou 002; Qi Li 012 (ACL (1), 2025)

Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach. - Yuepei Li; Kang Zhou 002; Qiao Qiao; Qing Wang; Qi Li 012 (COLING, 2025)

Modeling Data Diversity for Joint Instance and Verbalizer Selection in Cold-Start Scenarios. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (PAKDD (1), 2025)

Beyond Single Parsers: An Empirical Analysis of Dependency Parse Tree Aggregation. - Adithya Kulkarni; Mohna Chakraborty; Oliver Eulenstein; Qi Li 012 (PAKDD (Workshops), 2025)

Bridge Structural Knowledge and Pre-trained Language Models for Knowledge Graph Completion. - Qiao Qiao; Yuepei Li; Qing Wang; Kang Zhou 002; Qi Li 012 (PAKDD (3), 2025)

ComFairGNN: Community Fair Graph Neural Network. - Yonas Sium; Qi Li 012 (PAKDD (2), 2025)

Budget Allocation Exploiting Label Correlation between Instances. - Adithya Kulkarni; Mohna Chakraborty; Sihong Xie; Qi Li 012 (UAI, 2025)

Empirical Evaluation of Prompting Strategies for Fact Verification Tasks. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (WWW (Companion Volume), 2025)

Weakly Supervised Open-Domain Aspect-Based Sentiment Analysis. - Mohna Chakraborty; Adithya Kulkarni; Qi Li 012 (ACM Trans. Knowl. Discov. Data, 2025)