Published multiple papers in top-tier venues including NeurIPS, ICML, ACL, NAACL, AAAI, and journals such as Cell Reports Physical Science and Science China Information Sciences
Notable works include: task-specific data selection via neuronal activations, instruction-free task execution through attention head masking, reducing tool hallucination, subnetwork evolution for LLMs, scientific LLMs (e.g., ChemDFM series), and SciEval benchmark for scientific LLM evaluation
Serving as Action Editor/Area Chair for ACL Rolling Review (ARR)
Program Committee Member for ACL, NAACL, EMNLP, AAAI, NeurIPS, ICML
Reviewer for journals including Nature and Transactions of the Association for Computational Linguistics