I am a Ph.D. student at the Institute of Automation, Chinese Academy of Sciences (CASIA), concurrently engaged in a joint Ph.D. program at Zhongguancun Academy (ZGCA). I am supervised by Prof. Xu-Yao Zhang and Prof. Cheng-Lin Liu, and my research lies at the intersection of AI for Science (AI4S) and Large Language Models (LLMs).

Rather than focusing on a specific scientific vertical, my interests center on methods to represent, retrieve, and leverage scientific knowledge and to enable automatic scientific discovery. Recently, I work on factuality alignment of LLMs in scientific domains and automatic fact-checking pipelines, under the guidance of and in close collaboration with Dr. Yulong Chen. During my internships, I have also explored Reinforcement Learning (RL) and LLM Compression.

Previously, I received a B.S. in Automation from Tianjin University, where I had the privilege of working with Prof. Qinghao Meng and Dr. Sheng Jin on vision-based navigation.

If you are interested in collaboration, please feel free to contact me: wangxinming2024@ia.ac.cn.