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Publication date Communities Collections Article title Author(s) Journal/Conference
6 Jul 2026 SERC Institute of Advanced Intelligence and Computing Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks (Pending publish) Jie-Jing Shao, Haiyan Yin, Yueming Lyu, Xingrui Yu, Lan-Zhe Guo, Ivor Tsang, James Kwok, Yu-Feng Li Forty-third International Conference on Machine Learning (ICML 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
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
19 May 2025 SERC Institute of High Performance Computing  Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration (Pending publish) Xingrui Yu, Zhenglin Wan, David Bossens, Yueming Lyu, Qing Guo, Ivor Tsang 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025)
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