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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
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)
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
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
5 May 2023
SERC
Institute of High Performance Computing
Earning Extra Performance From Restrictive Feedbacks
Jing Li,
Yuangang Pan,
Yueming Lyu,
Yinghua Yao,
Yulei Sui,
Ivor W. Tsang
IEEE Transactions on Pattern Analysis and Machine Intelligence
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