Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning. - Yu Wang 115; Jingfei Wu; Xingyuan Hua; Chi Harold Liu; Guozheng Li 002; Jianxin Zhao 001; Ye Yuan 001; Guoren Wang (ICDE, 2023)

How to Leverage Diverse Demonstrations in Offline Imitation Learning. - Sheng Yue; Jiani Liu 005; Xingyuan Hua; Ju Ren 001; Sen Lin 001; Junshan Zhang; Yaoxue Zhang (ICML, 2024)

OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. - Sheng Yue; Xingyuan Hua; Ju Ren 001; Sen Lin 001; Junshan Zhang; Yaoxue Zhang (ICML, 2024)

Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. - Sheng Yue; Xingyuan Hua; Lili Chen; Ju Ren 001 (INFOCOM, 2024)

Federated Offline Policy Optimization with Dual Regularization. - Sheng Yue; Zerui Qin; Xingyuan Hua; Yongheng Deng; Ju Ren 001 (INFOCOM, 2024)