Transferable Attention for Domain Adaptation. - Ximei Wang; Liang Li; Weirui Ye; Mingsheng Long; Jianmin Wang 001 (AAAI, 2019)

Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification. - Liang Li; Weirui Ye; Mingsheng Long; Yateng Tang; Jin Xu; Jianmin Wang 001 (AAAI, 2020)

Mastering Atari Games with Limited Data. - Weirui Ye; Shaohuai Liu; Thanard Kurutach; Pieter Abbeel; Yang Gao 029 (NeurIPS, 2021)

Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions. - Weirui Ye; Pieter Abbeel; Yang Gao 029 (NeurIPS, 2022)

Planning for Sample Efficient Imitation Learning. - Zhao-Heng Yin; Weirui Ye; Qifeng Chen; Yang Gao 029 (NeurIPS, 2022)

SpeedyZero: Mastering Atari with Limited Data and Time. - Yixuan Mei; Jiaxuan Gao; Weirui Ye; Shaohuai Liu; Yang Gao 029; Yi Wu 013 (ICLR, 2023)

Become a Proficient Player with Limited Data through Watching Pure Videos. - Weirui Ye; Yunsheng Zhang; Pieter Abbeel; Yang Gao 029 (ICLR, 2023)

Real-time scheduling of renewable power systems through planning-based reinforcement learning. - Shaohuai Liu; Jinbo Liu; Weirui Ye; Nan Yang; Guanglun Zhang; Haiwang Zhong; Chongqing Kang; Qirong Jiang; Xuri Song; Fangchun Di; Yang Gao 029 (CoRR, 2023)

Foundation Reinforcement Learning: towards Embodied Generalist Agents with Foundation Prior Assistance. - Weirui Ye; Yunsheng Zhang; Mengchen Wang; Shengjie Wang; Xianfan Gu; Pieter Abbeel; Yang Gao 029 (CoRR, 2023)

Reinforcement Learning with Foundation Priors: Let Embodied Agent Efficiently Learn on Its Own. - Weirui Ye; Yunsheng Zhang; Haoyang Weng; Xianfan Gu; Shengjie Wang; Tong Zhang; Mengchen Wang; Pieter Abbeel; Yang Gao 029 (CoRL, 2024)

Seer: Language Instructed Video Prediction with Latent Diffusion Models. - Xianfan Gu; Chuan Wen; Weirui Ye; Jiaming Song; Yang Gao 029 (ICLR, 2024)

EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data. - Shengjie Wang; Shaohuai Liu; Weirui Ye; Jiacheng You; Yang Gao 029 (ICML, 2024)

Learning Manipulation Skills through Robot Chain-of-Thought with Sparse Failure Guidance. - Kaifeng Zhang; Zhao-Heng Yin; Weirui Ye; Yang Gao 029 (CoRR, 2024)

Innovative multi-granularity granular-balls rough set for feature selection: Driving generalized multi-granularity rough set evolution with Zentropy integration. - Weirui Ye; Weihua Xu (Inf. Sci., 2025)

Incremental feature selection: Parallel approach with local neighborhood rough sets and composite entropy. - Weihua Xu 003; Weirui Ye (Pattern Recognit., 2025)

Video2Policy: Scaling up Manipulation Tasks in Simulation through Internet Videos. - Weirui Ye; Fangchen Liu; Zheng Ding; Yang Gao 029; Oleh Rybkin; Pieter Abbeel (CoRR, 2025)