| 2026 | AAAI | Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution. | Hao Wu, Shoucheng Song, Chang Yao, Sheng Han, Huaiyu Wan, Youfang Lin, Kai Lv |
| 2025 | AAAI | Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification. | Kai Lv, Yunlong Li, Zhuo Chen, Shuo Wang, Sheng Han, Youfang Lin |
| 2025 | AAAI | CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness. | Shoucheng Song, Youfang Lin, Sheng Han, Chang Yao, Hao Wu, Shuo Wang, Kai Lv |
| 2025 | ICANN | Improving Monotonic Optimization in Heterogeneous Multi-agent Reinforcement Learning with Optimal Marginal Deterministic Policy Gradient. | Xiaoyang Yu, Youfang Lin, Shuo Wang, Sheng Han |
| 2025 | IJCAI | From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination. | Chang Yao, Youfang Lin, Shoucheng Song, Hao Wu, Yuqing Ma, Sheng Han, Kai Lv |
| 2024 | AAAI | Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation. | Hengrui Zhang, Youfang Lin, Shuo Shen, Sheng Han, Kai Lv |
| 2024 | SMC | Finite-Time Multi-Parameter Smoothing Distributed Algorithm for Delayed Multi-Agent Systems Subject to Switching Topology. | Jiahao Leng, Qishui Zhong, Sheng Han, Guoyi Li, Gangming Zhang |
| 2023 | ICONIP | Multi-mobile Object Motion Coordination with Reinforcement Learning. | Shanhua Yuan, Sheng Han, Xiwen Jiang, Youfang Lin, Kai Lv |
| 2023 | KSEM | Offline Reinforcement Learning with Diffusion-Based Behavior Cloning Term. | Han Wang, Youfang Lin, Sheng Han, Kai Lv |
| 2021 | ICTAI | Collision-aware Multi-robot Motion Coordination Deep-RL with Dynamic Priority Strategy. | Liang Zhao, Sheng Han, Youfang Lin |
| 2020 | ICIP | Scene-Unified Image Translation For Visual Localization. | Sheng Han, Wei Gao, Yiming Wan, Yihong Wu |
| 2020 | ICIP | Boosting Image-Based Localization Via Randomly Geometric Data Augmentation. | Yiming Wan, Wei Gao, Sheng Han, Yihong Wu |
| 2020 | ICIP | Dynamic Object-Aware Monocular Visual Odometry With Local And Global Information Aggregation. | Yiming Wan, Wei Gao, Sheng Han, Yihong Wu |
| 2020 | ICTAI | Solving Open Shop Scheduling Problem via Graph Attention Neural Network. | Jing Li, Xingye Dong, Kai Zhang, Sheng Han |
| 2019 | ICTAI | High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning. | Xi Cao, Huaiyu Wan, Youfang Lin, Sheng Han |
| 2019 | ICTAI | Motion Coordination of Multiple Robots Based on Deep Reinforcement Learning. | Xiuzhao Hao, Zhihao Wu, Haiguang Zhou, Xiangpeng Bai, Youfang Lin, Sheng Han |
| 2013 | ICIP | Online adaptive dictionary learning and weighted sparse coding for abnormality detection. | Sheng Han, Ruiqing Fu, Suzhen Wang, Xinyu Wu |