| 2025 | ICML | ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning. | Hongyin Zhang, Zifeng Zhuang, Han Zhao, Pengxiang Ding, Hongchao Lu, Donglin Wang |
| 2025 | ICML | Stay Hungry, Keep Learning: Sustainable Plasticity for Deep Reinforcement Learning. | Huaicheng Zhou, Zifeng Zhuang, Donglin Wang |
| 2024 | AAAI | Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning. | Jinxin Liu, Ziqi Zhang, Zhenyu Wei, Zifeng Zhuang, Yachen Kang, Sibo Gai, Donglin Wang |
| 2024 | ICML | DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation. | Jinxin Liu, Xinghong Guo, Zifeng Zhuang, Donglin Wang |
| 2024 | ICML | Reinformer: Max-Return Sequence Modeling for Offline RL. | Zifeng Zhuang, Dengyun Peng, Jinxin Liu, Ziqi Zhang, Donglin Wang |
| 2023 | ICLR | Behavior Proximal Policy Optimization. | Zifeng Zhuang, Kun Lei, Jinxin Liu, Donglin Wang, Yilang Guo |
| 2020 | CIKM | Homogenization with Explicit Semantics Preservation for Heterogeneous Information Network. | Tiancheng Huang, Zifeng Zhuang, Shanshan Zhang, Donglin Wang |