| 2025 | ICCV | VideoOrion: Tokenizing Object Dynamics in Videos. | Yicheng Feng, Yijiang Li, Wanpeng Zhang, Sipeng Zheng, Hao Luo, Zihao Yue, Zongqing Lu |
| 2025 | ICCV | Unified Multimodal Understanding via Byte-Pair Visual Encoding. | Wanpeng Zhang, Yicheng Feng, Hao Luo, Yijiang Li, Zihao Yue, Sipeng Zheng, Zongqing Lu |
| 2025 | ICLR | From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities. | Wanpeng Zhang, Zilong Xie, Yicheng Feng, Yijiang Li, Xingrun Xing, Sipeng Zheng, Zongqing Lu |
| 2025 | ICLR | SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking. | Xingrun Xing, Boyan Gao, Zheng Liu, David A. Clifton, Shitao Xiao, Wanpeng Zhang, Li Du, Zheng Zhang, Guoqi Li, Jiajun Zhang |
| 2025 | NAACL | LLM-Based Explicit Models of Opponents for Multi-Agent Games. | Xiaopeng Yu, Wanpeng Zhang, Zongqing Lu |
| 2024 | ICML | Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation. | Wanpeng Zhang, Yilin Li, Boyu Yang, Zongqing Lu |
| 2024 | NAACL | AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback. | Wanpeng Zhang, Zongqing Lu |
| 2023 | ICML | Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning. | Ziluo Ding, Wanpeng Zhang, Junpeng Yue, Xiangjun Wang, Tiejun Huang, Zongqing Lu |
| 2022 | AAAI | iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control. | Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Li Xiao, Shihui Guo, Xiaoyu Cao, Meihong Wu, Dijun Luo |
| 2022 | ICASSP | Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning. | Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Xiaotian Gao |
| 2021 | ACML | Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control. | Wanpeng Zhang, Xiaoyan Cao, Yao Yao, Zhicheng An, Xi Xiao, Dijun Luo |
| 2021 | ICRA | Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation. | Yao Yao, Li Xiao, Zhicheng An, Wanpeng Zhang, Dijun Luo |
| 2020 | ICASSP | Self-Paced Probabilistic Principal Component Analysis For Data With Outliers. | Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia |
| 2015 | ICNC | Analysis of a new pursuit-evasion game based on game theory. | Hao Chen, Jing Chen, Wanpeng Zhang, Hongfu Liu |