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Publication date Communities Collections Article title Author(s) Journal/Conference
8 Sep 2026 SERC Institute for Infocomm Research Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks Mei Chee Leong, Ying Gu, Hui Li Tan, Liyuan Li, Nancy F. Chen ECCV 2026
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)
17 Aug 2025 SERC Institute for Infocomm Research Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw Interspeech 2025
31 Jul 2025 SERC Institute for Infocomm Research Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories Alperen Yildiz, Sin G Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil Mon Divakaran Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
24 Apr 2025 SERC Institute for Infocomm Research Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space Zhiliang Chen, Xinyuan Niu, Chuan-Sheng Foo, Bryan Kian Hsiang Low International Conference on Learning Representations
12 Mar 2025 SERC Institute for Infocomm Research Step-by-Step Correction of LLM-based Math Word Problems Solutions Yiyao Li, Dhanish Musharraf Ubaidali, Lu Wang, Wenyu Zhang ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
16 Dec 2024 SERC Institute for Infocomm Research Large Language Models for Cybersecurity: New Opportunities Dinil Mon Divakaran, Sai Teja Peddinti IEEE Security & Privacy
27 Nov 2024 SERC Institute for Infocomm Research Semantists at LegalLens-2024: Data-efficient Training of LLM’s for Legal Violation Identification Kanagasabai Rajaraman, Hariram Veeramani Proceedings of the Natural Legal Language Processing Workshop 2024
30 Jul 2024 SERC Institute of High Performance Computing  Maritime-Context Text Identification for Connecting Artificial Intelligence (AI) Models Xiaocai Zhang, Hur Lim, Xiuju Fu, Ke Wang, Zhe Xiao, Zheng Qin 2024 IEEE Conference on Artificial Intelligence (CAI)
1 Jan 1970 SERC Institute for Infocomm Research CLaRE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing (Pending publish) Manit Baser, Alperen Yildiz, Dinil Mon Divakaran, Mohan Gurusamy Association for Computational Linguistics (ACL)