Zhibo Liu

Contact

zhiboliu@stu.xjtu.edu.cn Personally homepage

Bio

I’m 刘之博(Zhi-Bo Liu). I got my bachelor degree in math from Huazhong University of Science & Technology, and master degree in statisics from George Washington University. Currently I’m a Ph.d student in computer science at Xi’an Jiaotong University in the field of AI.


Research Interests


Education

Year Degree School
09/2021-Now Ph.D. Student in CS, AI Medical Image Analysis, Xi’an Jiaotong University, Xi’an, China
04/2017-11/2019 Visiting Student, Computer Vision Peking University, Beijing, China
Dec 2016 Master of Science in Statistics George Washington University, Washington, DC
Jun 2014 Bachelor of Science in Applied Mathematics Huazhong University of Science and Technology, Wuhan, China

Skills

Python, Pytorch, Bash, Latex, TensorFlow, R, MATLAB, JavaScript

Projects in Progress

  1. GymHisto: Custom OpenAI Gym Environment for Histopathology Image Analysis
    • Built a Custom OpenAI Gym environment using OpenSlide Python library for downstream task of whole slide image analysis. Paper writing is in progress
  2. HistoRL: Histopathology Image Classification with Deep Reinforcement Learning
    • Developed RL model based on policy gradient method in order to solve gigapixel whole slide image classification task. Model training & testing are in progress.

Publications