I am an Assistant Professor in the Department of Artificial Intelligence, School of Informatics, Xiamen University, and I am also affiliated with the Media Analytics and Computing Laboratory (MAC Lab). I completed my Ph.D. at the Gaoling School of Artificial Intelligence , Renmin University of China (RUC), where I was fortunate to be advised by Prof. Yong Liu. From November 2023 to April 2025, I was a Research Intern at Xiaomi AI Lab , focusing on Edge Large Language Models (LLMs) and LLM-powered Personalized Agents. I obtained my master’s degree under the supervision of Prof. Nicholas E. Buris. In addition, I completed a research internship at the OPPO Research Institute from October 2020 to February 2021, where I was mentored by Xianyue Wu and Tehuang Liu.

With a long-term vision of building a personal Agents powered by Large Language Model, my research focuses on two key areas:

(1) Science-Driven LLMs Training: Investigating the fundamental principles behind LLM training and fine-tuning to enable more efficient and interpretable model development.

(2) Personal Edge LLMs Serving : Designing algorithms and techniques to deploy LLMs on edge devices, enabling scalable and privacy-preserving personalized AI services.

招生信息：拟8月底入职厦门大学信息学院MAC实验室，现招收2026级推免硕士生，名额充足，欢迎对大模型高效训练与微调有兴趣的同学联系xiaolinhu@ruc.edu.cn。