Li Jiang

Publications (* indicates equal contribution)

Conference Proceedings

Hummer: Towards Limited Competitive Preference Dataset
Li Jiang*, Yusen Wu*, Junwu Xiong, Jingqing Ruan, Yichuan Ding, Qingpei Guo, Zujie Wen, Jun Zhou, Xiaotie Deng
COLM, 2024
ICML Workshop on Models of Human Feedback for AI Alignment (Oral), 2024
ICML Workshop on the Next Generation of AI Safety, 2024

Paper

Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
Haoran Xu, Li Jiang, Jianxiong Li, Zhuoran Yang, Zhaoran Wang, Victor Wai Kin Chan, Xianyuan Zhan
ICLR (Notable Top 5%), 2023

Paper, Code, Slides

A Policy-Guided Imitation Approach for Offline Reinforcement Learning
Haoran Xu*, Li Jiang*, Jianxiong Li, Xianyuan Zhan
NeurIPS (Oral, Top 2%), 2022

Paper, Code, Slides, Media

An Efficient Multi-Agent Optimization Approach for Coordinated MIMO Beamforming
Li Jiang, Xiangsen Wang, Aidong Yang, Ye Ouyang, Xianyuan Zhan
IEEE International Conference on Communications (ICC), 2023

Paper

Exploiting Fundamental Symmetry for Sample-Efficient Offline RL
Peng Cheng, Zhihao Wu, Wenjia Zhang, Shoucheng Song, Han Wang, Youfang Lin, Li Jiang
NeurIPS, 2023

Paper

Journal Articles

Curriculum Goal-conditioned Imitation for Offline Reinforcement Learning
Li Jiang, Xiaoyun Feng, Xudong Yu, Haoran Xu, Xiaoyan Sun, Jie Wang, Xianyuan Zhan
IEEE Transactions On Games, 2023

Paper

Preprints

MoReDrop: Dropout without Dropping
Duo Li*, Li Jiang*, Yichuan Ding, Victor Chan
2023
Paper