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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
1 Feb 2026 SERC Institute for Infocomm Research ThinkEval: Practical Evaluation of Knowledge Leakage in LLM Editing using Thought-based Knowledge Graphs Manit Baser, Dinil Mon Divakaran, Mohan Gurusamy Transactions on Machine Learning Research
6 Dec 2025 SERC Institute for Infocomm Research Speech in-context learning of paralinguistic tasks Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
6 Dec 2025 SERC Institute for Infocomm Research Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
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
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)
1 Aug 2025 SERC Institute for Infocomm Research MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models Yun Zhang, Xue Geng, Lizi Liao, Jintong Sun, Minghe Yu, Ge Yu Findings of the Association for Computational Linguistics: ACL 2025
8 Jul 2025 SERC Institute for Infocomm Research Automating Materials Science Research: NLP-Driven Pipeline for Data Analysis and Experimentation Yuchen Zhang AI4X
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
23 May 2025 SERC Institute for Infocomm Research From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks Aditya Kulkarni, Vivek Balachandran, Dinil Mon Divakaran, Tamal Das Digital Threats: Research and Practice