Linxiao Cao 曹林霄

Research Interests

• Federated Learning
  


• Reinforecement Learning
  


• Smart Healthcare
  

• Research intern at iFLYTEK Healthcare, Hefei, China 2019.06 – 2019.08


• National College Student Innovation and Entrepreneurship Training Program, Building intelligent fire alarm and escape system 2019.09 – 2020.07

Education

• University of Science and Technology of China, Hefei, China 2021 – 2024

  M.S. @ UBIoT Lab
  Advisor: Prof. Wei Gong.

• Anhui University, Hefei, China 2017 – 2021

  B.Eng. @ Internet of Things
  

Publications

• SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices
  Linxiao Cao, Yifei Zhu, Wei Gong*.
  Under Review
  

• Federated Inverse Reinforcement Learning for Smart ICUs with Differential Privacy
  Wei Gong, Linxiao Cao, Yifei Zhu, Fang Zuo, Xin He, Haoquan Zhou*.
  IEEE Internet of Things Journal
  

• Ventilator and Sedative Management in Networked ICUs Based on Federated Learning
  Linxiao Cao, Jia Liu, Yifei Zhu, Haoquan Zhou*, Wei Gong, Weihua Yu, Chaoyou Li.
  Computer Science (in Chinese) （CCF B Recommended Chinese Journals）
  

Patents

• An Inverse Reinforcement Learning-based Approach to ICU Ventilator and Sedative Management, China Patent, Granted, ZL202310151557.4
  Linxiao Cao, Haoquan Zhou, Wei Gong, Yifei Zhu, Min Tang, Qunchao Li.
  

• A Federated Learning-based Approach to Intelligent Clinical Decision Making in Networked ICUs, China Patent, Granted, ZL202310151555.5
  Linxiao Cao, Haoquan Zhou, Wei Gong, Yifei Zhu, Min Tang, Qunchao Li.
  

• Building Intelligent Fire Alarm and Escape System, China Software Copyright, Granted, 2020SR0296931
  Wentao Song, Linxiao Cao, Shurui Fang, Yuxi Li.