Education & Experience

• B.S. in Statistics, Chongqing University, 2021
• M.S. in Data-Driven Modeling, The Hong Kong University of Science and Technology, 2023
• Research Assistant, The Hong Kong Polytechnic University, 2024
• Ph.D. in Computer Science, The Hong Kong Polytechnic University, 2025

Research experience

• Oct. 2023 - Oct. 2024: PLM for Data Visualization

  • The Hong Kong Polytechnic University
  • Supervisor: Asst. Prof. Zhang Chen Jason
  • Duties included:
    1. Conducting research as a Research Assistant;
    2. Focused on developing pre-trained language models for handling Data Visualization related tasks;

• Oct. 2022 - Jun. 2023: Trustworthy Medical Image Classification

  • The Hong Kong University of Science and Technology
  • Supervisor: Asst. Prof. Hao Chen
  • Duties included:
    1. Providing rigorous and meticulous theoretical derivations of the method;
    2. Conducting research as a Research Assistant;
    3. Investigating topics such as debias,fairness,and long-tail data in Medical Computer Vision;
    4. 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:
    1. Reproducing a Medical Image Segmentation paper that includes an Elastic Interaction-Based Loss Function;
    2. Conducted multi-label segmentation in GI tract images for stomach, large bowel, and small bowel classes;
    3. Extended a two-dimensional loss function to its three-dimensional form;
    4. 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:
    1. Built theoretical models such as Stacked XGBoost, LightGBM, CatBoost, LR, RFC, and SVM models;
    2. 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;