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Publication date Communities Collections Article title Author(s) Journal/Conference
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
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)
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
15 May 2025 SERC Institute for Infocomm Research ST-LLM+: Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction Chenxi Liu, Kethmi Hirushini Hettige, Qianxiong Xu, Cheng Long, Shili Xiang, Gao Cong, Ziyue Li, Rui Zhao IEEE Transactions on Knowledge and Data Engineering
25 Feb 2025 SERC Institute for Infocomm Research Multimodal Large Language Models for Phishing Webpage Detection and Identification Jehyun Lee, Peiyuan Lim, Bryan Hooi, Dinil Mon Divakaran 2024 APWG Symposium on Electronic Crime Research (eCrime)
4 Feb 2025 SERC Singapore Institute of Manufacturing Technology A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy Xiang Li, Lan Zhao, Junhao Ren, Yajuan Sun, Chuan Fu Tan, Zhiquan Yeo, Gaoxi Xiao 2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
30 Jul 2024 SERC Institute for Infocomm Research Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions Zhengyuan Liu, Xin Yin, Carolyn Lee, Nancy Chen IEEE CAI 2024 - IEEE Conference on Artificial Intelligence
19 Jul 2024 SERC Institute for Infocomm Research On the Selection of Positive and Negative Samples for Contrastive Math Word Problem Neural Solver Yiyao Li, Lu Wang, Jung Jae Kim, Chor Seng Tan, Ye Luo Proceedings of the 17th International Conference on Educational Data Mining
22 May 2024 SERC Institute for Infocomm Research Evaluating Code-Switching Translation with Large Language Models Muhammad Huzaifah, WEIHUA ZHENG, Nattapol Chanpaisit, Kui Wu LREC-COLING 2024