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Publication date Communities Collections Article title Author(s) Journal/Conference
27 Apr 2026 SERC Institute of High Performance Computing  A Structural Knowledge Enhanced Re-ranking method with large language models for temporal knowledge graph prediction Bo Li, Bin Song, Tiantian He, Yew-Soon Ong Pattern Recognition
23 Apr 2026 SERC Institute of High Performance Computing  BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs Juxiao Yang, Jinzhe Tu, Haoran Liu, Xiaoce Wang, Chujie Zheng, Zhexin Zhang, Shiyao Cui, Caishun Chen, Tiantian He, Hongning Wang, Yew-Soon Ong, Minlie Huang International Conference on Learning Representations 2026
14 Jan 2026 SERC Institute of High Performance Computing  Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities Jian Cheng Wong, Abhishek Gupta, Chin Chun Ooi, Pao-Hsiung Chiu, Jiao Liu, Yew-Soon Ong IEEE Computational Intelligence Magazine
5 Jan 2026 SERC Institute of High Performance Computing  Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect Jian Cheng Wong, Chin Chun Ooi, Abhishek Gupta, Pao-Hsiung Chiu, Joshua Shao Zheng Low, My Ha Dao, Yew-Soon Ong IEEE Transactions on Evolutionary Computation
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 Oct 2025 SERC Singapore Institute of Manufacturing Technology Optimal Transport-Based Distributional Pairing in Transfer Multiobjective Optimization Jiao Liu, Weiming Liu, Joel Wei En Tay, Caishun Chen, Puay Siew Tan, Yew-Soon Ong IEEE Transactions on Evolutionary Computation
10 Oct 2025 SERC Institute of High Performance Computing  LLM2TEA: An Agentic AI Designer for Discovery With Generative Evolutionary Multitasking Melvin Wong, Jiao Liu, Thiago Rios, Stefan Menzel, Yew-Soon Ong IEEE Computational Intelligence Magazine
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)