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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
27 Jan 2026 SERC Institute of High Performance Computing  MermaidFlow-CF: How Agentic Workflow Representation Governs Constraint-Faithful Control Keyi Xiang, Boyuan Shi, Yueming Lyu, Jianda Chen, Ivor Tsang, Haiyan Yin AAAI 2026 Workshop on Trust and Control in Agentic AI
20 Jan 2026 SERC Institute of High Performance Computing  SCOUT-RAG: Scalable and Cost-Efficient Unifying Traversal for Agentic Graph-RAG over Distributed Domains (Pending publish) Longkun Li, Yuanben Zou, Jinghan Wu, Yuqing Wen, Jing Li, Hangwei Qian, Ivor Tsang AAAI
15 Dec 2025 SERC Institute of High Performance Computing  DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches Yun Xing, Yue Cao, Nhat Chung, Jie Zhang, Ivor Tsang, Ming-Ming Cheng, Yang Liu, Lei Ma, Qing Guo The Thirty-ninth Annual Conference on Neural Information Processing Systems
15 Dec 2025 SERC Institute of High Performance Computing  AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches Wenjun Ji, Yuxiang Fu, Luyang Ying, Deng-Ping Fan, Yuyi Wang, Ming-Ming Cheng, Ivor Tsang, Qing Guo The Thirty-ninth Annual Conference on Neural Information Processing Systems
8 Dec 2025 SERC Institute of High Performance Computing  Physics-Constrained Diffusion for Lightweight Composite Material Design Hangwei Qian, Yang He, BingJin Chen, Mohit Sharma, Ivor Tsang NeurIPS 2025
5 Dec 2025 SERC Institute of High Performance Computing  InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning Haotian Chi, Zeyu Feng, Yueming Lyu, Chengqi Zheng, Linbo Luo, Yew-Soon Ong, Ivor Tsang, Hechang Chen, Yi Chang, Haiyan Yin NeurIPS 2025
30 Nov 2025 SERC Institute of High Performance Computing  PrivAgentFlow: Agentic Workflow for Distributed Privacy Control in Web Agents Tianyi Ma, Tianyi Tang, Yueming Lyu, Haiyan Yin, Yew-Soon Ong, Ivor Tsang NeurIPS 2025 Workshop on Socially Responsible and Trustworthy Foundation Models
22 Aug 2025 SERC Institute of High Performance Computing  Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey Haiyan Yin, Hangwei Qian, Yaxin Shi, Ivor Tsang, Yew-Soon Ong 34th International Joint Conference on Artificial Intelligence (IJCAI)
18 Jul 2025 SERC Institute of High Performance Computing  MermaidFlow: Redefining Agentic Workflow Generation via Safety-Constrained Evolutionary Programming Chengqi Zheng, Jianda Chen, Yueming Lyu, Terence Wen Zheng Ng, Haopeng Zhang, Yew-Soon Ong, Ivor Tsang, Haiyan Yin International Conference on Machine Learning (ICML 2025)