On the Anomalous Generalization of GANs. - Jinchen Xuan; Yunchang Yang; Ze Yang 003; Di He 001; Liwei Wang 001 (CoRR, 2019)

(Locally) Differentially Private Combinatorial Semi-Bandits. - Xiaoyu Chen 008; Kai Zheng 007; Zixin Zhou; Yunchang Yang; Wei Chen 034; Liwei Wang 001 (ICML, 2020)

On Layer Normalization in the Transformer Architecture. - Ruibin Xiong; Yunchang Yang; Di He 001; Kai Zheng 007; Shuxin Zheng; Chen Xing; Huishuai Zhang; Yanyan Lan; Liwei Wang 001; Tie-Yan Liu (ICML, 2020)

On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP. - Tianhao Wu 002; Yunchang Yang; Simon S. Du; Liwei Wang 001 (ICML, 2021)

A Unified Framework for Conservative Exploration. - Yunchang Yang; Tianhao Wu 002; Han Zhong 001; Evrard Garcelon; Matteo Pirotta; Alessandro Lazaric; Liwei Wang 001; Simon S. Du (CoRR, 2021)

A Reduction-Based Framework for Conservative Bandits and Reinforcement Learning. - Yunchang Yang; Tianhao Wu 002; Han Zhong 001; Evrard Garcelon; Matteo Pirotta; Alessandro Lazaric; Liwei Wang 001; Simon Shaolei Du (ICLR, 2022)

Nearly Optimal Policy Optimization with Stable at Any Time Guarantee. - Tianhao Wu 002; Yunchang Yang; Han Zhong 001; Liwei Wang 001; Simon S. Du; Jiantao Jiao (ICML, 2022)

A Reduction-based Framework for Sequential Decision Making with Delayed Feedback. - Yunchang Yang; Han Zhong 001; Tianhao Wu 002; Bin Liu; Liwei Wang 001; Simon S. Du (NeurIPS, 2023)