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7 Jul 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Safety Sidecar: Reflection-Driven Runtime Control for Safer Agents (Pending publish)
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Bin Wang,
Jiazheng Quan,
Xingrui Yu,
Hansen Hu,
Hao Yu,
Anjun Gao,
Zhenglin Wan,
Hui Li,
Ivor Tsang
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ACL 2026 Findings
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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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16 Jun 2026
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SERC
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Institute of Advanced Intelligence and Computing
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Plug-and-Adapt: Multimodal Coreference Resolution at First Sight with a Pretrained Alignment Model (Pending publish)
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Jinghan Wu,
Jing Li,
Ivor Tsang,
Xuetao Zhang
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IEEE Transactions on Multimedia
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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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27 Jan 2026
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SERC
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Institute of High Performance Computing
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MermaidFlow-CF: How Agentic Workflow Representation Governs Constraint-Faithful Control
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Keyi Xiang,
Boyuan Shi,
Yueming Lyu,
Jianda Chen,
Ivor Tsang,
Haiyan Yin
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AAAI 2026 Workshop on Trust and Control in Agentic AI
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20 Jan 2026
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SERC
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Institute of High Performance Computing
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SCOUT-RAG: Scalable and Cost-Efficient Unifying Traversal for Agentic Graph-RAG over Distributed Domains (Pending publish)
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Longkun Li,
Yuanben Zou,
Jinghan Wu,
Yuqing Wen,
Jing Li,
Hangwei Qian,
Ivor Tsang
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AAAI
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