Education
- B.S. in Statistics, Chongqing University, 2021
- M.S. in Data-Driven Modeling, The Hong Kong University of Science and Technology, 2023
Research experience
Oct. 2022 - Jun. 2023: Trustworthy Medical Image Classification
- The Hong Kong University of Science and Technology
- Supervisor: Asst. Prof. Hao Chen
- Duties included:
- Contributed to the joint submission to ICCV 2023, providing rigorous and meticulous theoretical derivations of the method;
- Conducting research as a Research Assistant;
- Investigating topics such as debias,fairness,and long-tail data in Medical Computer Vision;
- Establishing a medical debias benchmark in mitigating bias in medical image classification;
Sep. 2022 - Jun. 2023: Medical Image Segmentation
- The Hong Kong University of Science and Technology
- Supervisor: Prof. Yang Xiang
- Duties included:
- Reproducing a Medical Image Segmentation paper that includes an Elastic Interaction-Based Loss Function;
- Conducted multi-label segmentation in GI tract images for stomach, large bowel, and small bowel classes;
- Extended a two-dimensional loss function to its three-dimensional form;
- Successfully applied the Elastic Interaction-Based Loss Function for fine-tuning the Segment Anything model to vessel segmentation
Sep. 2020 - Jun. 2021: Prediction of “High Bonus” in the stock market
- Chongqing University
- Supervisor: Prof. Zhimin Zhang
- Duties included:
- Built theoretical models such as Stacked XGBoost, LightGBM, CatBoost, LR, RFC, and SVM models;
- Conducted analysis of “High to turn” phenomenon and utilized predictive modeling to forecast its occurrence;
Honors and Awards
- Nov. 2018: Second Prize, The Chinese Mathematics Competitions;
- May 2021: Second-class Scholarship, Chongqing University;
- Dec. 2020: Advanced Individual of Scientific and Technological academic innovation, Chongqing University;
- Jun. 2020: Third Prize, The 8th TipDM Cup Data Mining Challenge Committee;
- Jan. 2020: Outstanding Student, Chongqing University;
- Jan. 2019: Outstanding Student, Chongqing University;
- Nov. 2018: Third-class Scholarship, Chongqing University;