Published multiple papers on LLMs, scientific collaboration, medical AI, and code understanding at top-tier venues including EMNLP, ACL, NAACL, ICLR, and CIKM.
Notable works include XtraGPT (human-AI collaborative paper refinement), JudgeLRM (LLMs as judges), Apollo (lightweight multilingual medical LLM), DRBO (dynamic reward balancing), and MPAW (multi-preference alignment).
Received recognition such as Hugging Face #2 Paper of the Day and CIKM 2023 Best Demo Paper Award.
Served as reviewer for ICLR, AAAI (PC), ACL, EMNLP, COLM, etc.
Mentored CP5105 Computing Capstone Project at NUS in 2025.