About me

I’m a second year PhD student from Institute for AI Industry Research (AIR), Tsinghua University. I am very fortunate to be advised by Prof. Ya-Qin Zhang, Prof. Yunxin Liu, and Prof. Yuanchun Li.

My research interest includes edge computing and AI for systems. Currently, I am interested in building personal assistants powered by edge LLMs. Check out our position & survey paper.

Education

  • B.S. in Department of Automation, Tsinghua University, 2018-2022
  • Ph.D in Institute for AI Industry Research (AIR), Tsinghua University, 2022-2027 (expected)

Internship

  • Summer 2021: Research Assistant Intern
    • Shanghai Artificial Intelligence Laboratory

Publications

  • Yuanchun Li, Hao Wen, Weijun Wang, Xiangyu Li, Yizhen Yuan, Guohong Liu, Jiacheng Liu, Wenxing Xu, Xiang Wang, Yi Sun, Rui Kong, Yile Wang, Hanfei Geng, Jian Luan, Xuefeng Jin, Zilong Ye, Guanjing Xiong, Fan Zhang, Xiang Li, Mengwei Xu, Zhijun Li, Peng Li, Yang Liu, Ya-Qin Zhang, Yunxin Liu. “Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security”. paper code
  • Wenxing Xu, Yuanchun Li, Jiacheng Liu, Yi Sun, Zhengyang Cao, Yixuan Li, Hao Wen, Yunxin Liu. “Generative Model for Models: Rapid DNN Customization for Diverse Tasks and Resource Constraints”. paper code
  • [ACM MobiCom 2024, CCF-A] Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu. “AutoDroid: LLM-powered Task Automation in Android”. paper code Website
  • [IEEE GreenCom 2023] Yixuan Li, Qirui Yang, Hao Wen, Huiwen Zheng, Weimin Liu, Hui Li, Yuanchun Li and Yunxin Liu. “Retrieval-based Battery Degradation Prediction for Battery Energy Storage System Operations”.
  • Hao Wen, Hongming Wang, Jiaxuan Liu, Yuanchun Li. “DroidBot-GPT: GPT-powered UI Automation for Android”. paper code
  • [ACM MobiCom 2023, CCF-A] Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Yaqin Zhang, Yunxin Liu. “AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments”. paper code