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6 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Advancing Analytic Class-Incremental Learning through Vision-Language Calibration (Pending publish)
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Binyu Zhao,
Wei Zhang,
Xingrui Yu,
Zhaonian Zou,
Ivor Tsang
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Forty-third International Conference on Machine Learning (ICML 2026)
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6 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Adversarial Dual On-Policy Distillation from Expressive Teacher (Pending publish)
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Zhenglin Wan,
Jingxuan Wu,
Xingrui Yu,
Chubin Zhang,
Mingcong Lei,
Bo An,
Ivor Tsang,
Yang You
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Forty-third International Conference on Machine Learning (ICML 2026)
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6 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks (Pending publish)
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Jie-Jing Shao,
Haiyan Yin,
Yueming Lyu,
Xingrui Yu,
Lan-Zhe Guo,
Ivor Tsang,
James Kwok,
Yu-Feng Li
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Forty-third International Conference on Machine Learning (ICML 2026)
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6 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Letting Trajectories Spread: Quality-Preserving Control for Diverse Flow Matching (Pending publish)
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Jingxuan Wu,
Zhenglin Wan,
Xingrui Yu,
Yuzhe Yang,
Bo An,
Ivor Tsang,
Yang You
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Forty-third International Conference on Machine Learning (ICML 2026)
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6 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Generative Online Reinforcement Learning (Pending publish)
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Chubin Zhang,
Zhenglin Wan,
Feng Chen,
Fuchao Yang,
Lang Feng,
Yaxin Zhou,
Xingrui Yu,
Yang You,
Ivor Tsang,
Bo An
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Forty-third International Conference on Machine Learning (ICML 2026)
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23 Apr 2026
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SERC
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Institute of High Performance Computing
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Mitigating Mismatch within Reference-based Preference Optimization
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Suqin Yuan,
Xingrui Yu,
Jiyang Zheng,
Lei Feng,
Dadong Wang,
Ivor Tsang,
Tongliang Liu
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International Conference on Learning Representations 2026
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13 Jul 2025
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SERC
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Institute of High Performance Computing
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Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
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Zhenglin Wan,
Xingrui Yu,
David Mark Bossens,
Yueming Lyu,
Qing Guo,
Flint Xiaofeng Fan,
Yew-Soon Ong,
Ivor Tsang
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ICML'25: Proceedings of the 42nd International Conference on Machine Learning
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19 May 2025
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SERC
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Institute of High Performance Computing
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Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration (Pending publish)
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Xingrui Yu,
Zhenglin Wan,
David Bossens,
Yueming Lyu,
Qing Guo,
Ivor Tsang
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24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025)
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24 Apr 2025
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SERC
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Institute of High Performance Computing
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Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration (Pending publish)
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Heyang Zhao,
Xingrui Yu,
David Mark Bossens,
Ivor Tsang,
Quanquan Gu
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ICLR 2025
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30 Jul 2024
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SERC
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Institute of High Performance Computing
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A Comparative Study of Reinforcement Learning-based Collision Avoidance for Maritime Autonomous Surface Ships
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Liangbin Zhao,
Xingrui Yu,
Xiuju Fu
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2024 IEEE Conference on Artificial Intelligence (CAI)
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