A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices. - Jiezhong Qiu; Chi Wang 001; Ben Liao; Richard Peng; Jie Tang 001 (NeurIPS, 2020)

Balancing Between Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning. - Weiwen Liu; Feng Liu 034; Ruiming Tang; Ben Liao; Guangyong Chen; Pheng-Ann Heng (PAKDD (1), 2020)

Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning. - Yaodong Yang 002; Jianye Hao; Ben Liao; Kun Shao; Guangyong Chen; Wulong Liu; Hongyao Tang (CoRR, 2020)

Concentration Bounds for Co-occurrence Matrices of Markov Chains. - Jiezhong Qiu; Chi Wang 001; Ben Liao; Richard Peng; Jie Tang 001 (CoRR, 2020)

Fast Extraction of Word Embedding from Q-contexts. - Junsheng Kong; Weizhao Li; Zeyi Liu; Ben Liao; Jiezhong Qiu; Chang-Yu Hsieh; Yi Cai 001; Shengyu Zhang 002 (CIKM, 2021)

Hyperbolic relational graph convolution networks plus: a simple but highly efficient QSAR-modeling method. - Zhenxing Wu; Dejun Jiang 002; Chang-Yu Hsieh; Guangyong Chen; Ben Liao; Dong-Sheng Cao 001; Tingjun Hou (Briefings Bioinform., 2021)

Balancing Accuracy and Fairness for Interactive Recommendation with Reinforcement Learning. - Weiwen Liu; Feng Liu 034; Ruiming Tang; Ben Liao; Guangyong Chen; Pheng-Ann Heng (CoRR, 2021)

Learning Large-scale Network Embedding from Representative Subgraph. - Junsheng Kong; Weizhao Li; Ben Liao; Jiezhong Qiu; Chang-Yu Hsieh; Yi Cai 001; Jinhui Zhu; Shengyu Zhang 002 (CoRR, 2021)

Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. - Dejun Jiang 002; Zhenxing Wu; Chang-Yu Hsieh; Guangyong Chen; Ben Liao; Zhe Wang 041; Chao Shen 008; Dong-Sheng Cao 001; Jian Wu 001; Tingjun Hou (J. Cheminformatics, 2021)

Mitigating Contradictions in Dialogue Based on Contrastive Learning. - Weizhao Li; Junsheng Kong; Ben Liao; Yi Cai 001 (ACL (Findings), 2022)

Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer. - Yue Wan; Chang-Yu Hsieh; Ben Liao; Shengyu Zhang 002 (ICML, 2022)

MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation. - Yiheng Zhu 002; Zhenqiu Ouyang; Ben Liao; Jialu Wu; Yixuan Wu; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (IJCAI, 2023)