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Publication date Communities Collections Article title Author(s) Journal/Conference
23 Apr 2026 SERC Institute of High Performance Computing  Mitigating Mismatch within Reference-based Preference Optimization Suqin Yuan, Xingrui Yu, Jiyang Zheng, Lei Feng, Dadong Wang, Ivor Tsang, Tongliang Liu International Conference on Learning Representations 2026
13 Jul 2025 SERC Institute of High Performance Computing  Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity Zhenglin Wan, Xingrui Yu, David Mark Bossens, Yueming Lyu, Qing Guo, Flint Xiaofeng Fan, Yew-Soon Ong, Ivor Tsang ICML'25: Proceedings of the 42nd International Conference on Machine Learning
24 Apr 2025 SERC Institute of High Performance Computing  Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration (Pending publish) Heyang Zhao, Xingrui Yu, David Mark Bossens, Ivor Tsang, Quanquan Gu ICLR 2025
30 Jul 2024 SERC Institute of High Performance Computing  A Comparative Study of Reinforcement Learning-based Collision Avoidance for Maritime Autonomous Surface Ships Liangbin Zhao, Xingrui Yu, Xiuju Fu 2024 IEEE Conference on Artificial Intelligence (CAI)
21 Apr 2024 SERC Institute of High Performance Computing  USN: A Robust Imitation Learning Method against Diverse Action Noise Xingrui Yu, Bo Han, Ivor Tsang Journal of Artificial Intelligence Research
3 Apr 2024 SERC Institute of High Performance Computing  Physics-Informed Imitation Learning for Autonomous Ships Xingrui Yu, Liangbin Zhao, Hongwei Wang, Xiuju Fu, Ivor Tsang International Maritime and Port Technology and Development Conference (MTEC) and the 6th International Conference on Maritime Autonomous Surface Ship (ICMASS) 2024