I’m Xiaolin Hu, pursuing Ph.D. at Gaoling School of Artificial Intelligence , Renmin University of China. I am fortunate to be advised by Prof. Yong Liu. Previously, I received my B.E. and M.E. degrees in communication and information system from Shanghai University in 2018 and 2021, respectively. I worked with Prof. Nicholas E. Buris in the Intelligent Multi-Input Multi-Output Systems(i-MIMOs) research group from 2018 to 2021. I was an Intern Researcher at OPPO Research Institute from October 2020 to February 2021.
I am currently bridging large language models(LLMs) and the next-generation of intelligent personal computing platforms. Toward my vision of building a human-centered application ecosystem based on the fundation models, I am broadly interested in the following topics:
(1) Science Driven Tuning: to pursue scientific principles behind optimization of LLMs and use them to guide human-centerd personal model development.
(2) LLMs for Edge Devices: to study efficient method for deploying LLMs on edge devices and the communication challenges arising from large-scale agents.
I won the Shanghai University President Scholarship (The highest honor among the scholarships at Shanghai University).