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
- Computer Vision
- Reinforcement Learning
- AI Medical Image Analysis
- Green AI.
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
- 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
- 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
- Zhibo Liu, Feng Gao, Yizhou Wang. A Generative Adversarial Network for AI-Aided Chair Design. IEEE Conference on Multimedia Information Processing and Retrieval (MIPR), 2019
- Juncheng Liu, Zhibo Liu. Analysis of Power Quality Evaluation Method Stipulated by IEC 62749: Assessment of power quality-characteristics of electricity supplied by pubic networks. High Power Converter Technology, 2016
- Juncheng Liu, Zhibo Liu. Analysis for Active Power Filter (APF) Application Bottlenecks.Information Technology-Power Quality, 2012