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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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
25 Oct 2025 SERC Institute of High Performance Computing  Crowd Dynamics Demand Adaptivity: Self-Adaptive Physics-Informed Neural Network for Crowd Simulation Ziying Tan, Linbo Luo, Haiyan Yin, Yew-Soon Ong, Wentong Cai Proceedings of the 33rd ACM International Conference on Multimedia
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)
14 Jun 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 ICML 2025 Workshop on Programmatic Representations for Agent Learning
1 Jan 1970 SERC Institute of High Performance Computing  ExpertFlow: Efficient Mixture-of-Experts Inference via Predictive Expert Caching and Token Scheduling (Pending publish) Xin He, Shunkang Zhang, Kaijie Tang, Shaohuai Shi, Yuxin Wang, Zihao Zeng, Zhenheng Tang, Xiaowen Chu, Haiyan Yin, Ivor W. Tsang, Yew Soon Ong Design Automation Conference (DAC) 2026