Biography

I am currently a PhD student in the Department of Electrical and Computer Engineering, National University of Singapore. My current research focuses on medical image inverse problems, low-level computer vision, and deep learning methods for healthcare and scientific applications.

Before joining NUS, I worked as a research intern at the Wangxuan Institute of Computer Technology, Peking University, supervised by Prof. Jiaying Liu. I received my B.Eng. degree in Civil Engineering from Tsinghua University, where I was honored as an Excellent Graduate (优良毕业生) in June 2023. Along the way, I had the opportunity to work with Prof. Chen Gu, Prof. Jia-Rui Lin, Prof. Jing Shi, Prof. Enya Shen, and Prof. Zhenzhong Hu.

Beyond academia, I am also an independent entrepreneur and a retail trader who uses programming for automated trading. My background spans civil engineering, geophysics, computer vision, and hands-on building, which continues to shape my interest in interdisciplinary AI problems.

Interests
  • Medical Image Inverse Problems
  • Low-level Computer Vision
  • AI for Healthcare and Science
  • Entrepreneurship
  • Algorithmic Trading
Education
  • PhD in Electrical and Computer Engineering, 2024 - Present

    iMVR Lab, Department of Electrical and Computer Engineering, College of Design and Engineering, National University of Singapore

  • Research Intern, 2024

    STRUCT, Wangxuan Institute of Computer Technology, Peking University

  • PhD in Civil Engineering, 2023 - 2024

    GU Inverse Group, Department of Civil Engineering, Tsinghua University

  • BEng in Civil Engineering, 2019 - 2023

    Department of Civil Engineering, Tsinghua University

Other Projects

Exploring the Impact of Music on Driving Focus and Emergency Handling Ability Based on Driving Simulation: A Case Study of Novice Drivers
A study investigated the impact of music with different volumes and languages on driver behavior. Specifically, it examined factors such as reaction time to encountering vehicles running red lights or pedestrians suddenly crossing the road, as well as the ability to maintain a constant vehicle speed. A somewhat counterintuitive finding was that the study discovered that appropriate music might enhance drivers’ reaction speed rather than impede them.
Exploring the Impact of Music on Driving Focus and Emergency Handling Ability Based on Driving Simulation: A Case Study of Novice Drivers
Hazard Detection of Construction Workers Using Mask R-CNN
Final project for the Intelligent Construction course, focusing on hazard detection for construction workers using Mask R-CNN.
Hazard Detection of Construction Workers Using Mask R-CNN
CAD Collaborative Display
A Student Research Training (SRT) project on CAD collaborative display, including the construction of three demo scenes in Unity.
CAD Collaborative Display

Honors and Awards

Excellent Graduate (优良毕业生)
About 12% of Tsinghua University graduates receive this honor each year.
Comprehensive Excellence Award
About top 12% at Tsinghua University.
Outstanding Winner, 4th Mao-YiSheng Charity Bridge Innovation Design Competition
Top 3 out of 53 teams nationwide, ahead of many graduate student teams.
Honorable Mention, 2022 Mathematical Contest in Modeling
Awarded in the 2022 Mathematical Contest in Modeling (MCM).
First Prize, 6th Tsinghua University Future City and Infrastructure Innovation Competition
Ranked 1st out of 8 teams in the finals.
Comprehensive Excellence Award
About top 12% at Tsinghua University.
Excellence Award in Science and Technology Innovation
Recognizing performance in science and technology innovation.
Second Prize for Outstanding Project, 2021 Student Research Training (SRT) Program
Outstanding Project in the 2021 Student Research Training (SRT) Program.
First Prize, Most Valuable Award, and Best Creative Award, 15th Tsinghua University Traffic Science and Technology Competition
Won first prize, the most valuable award, and the best creative award; ranked 1st out of 4 teams in the finals.
Excellence Award in Social Work
Recognizing outstanding contributions in student social work.
Excellence Award in Volunteer and Public Service
Recognizing contributions in volunteer and public service.

Teaching, Leadership, and Service

Teaching

RoleDate
Teaching Assistant, BN5211 Medical Robotic Intelligence, National University of SingaporeFall 2025
Teaching Assistant, Mathematical Modeling and Data Analysis, Tsinghua UniversityJul 2023
Teaching Assistant, Engineering and Computer Graphics, Tsinghua UniversityJul 2023
Teaching Assistant, Mathematical Modeling and Data Analysis, Tsinghua UniversityJul 2022
Teaching Assistant, Engineering and Computer Graphics, Tsinghua UniversityJul 2022

Leadership at Tsinghua University

RoleDate
Vice President, Student Association of Science and Technology, Department of Civil Engineering, Tsinghua UniversityJan 2022-Dec 2022
Head, Science and Innovation Center, Student Association of Science and Technology, Department of Civil Engineering, Tsinghua UniversityJan 2021-Dec 2021
Member, Science and Innovation Center, Student Association of Science and Technology, Department of Civil Engineering, Tsinghua UniversityJan 2021-Dec 2021
Member, Challenge Cup Department, Student Association of Science and Technology, Tsinghua UniversityAug 2021-Jul 2022
Captain, Soccer Team, Department of Civil Engineering, Tsinghua UniversityJun 2022-May 2023

Volunteer Work

Accumulated 320+ service hours across 20+ projects; recognized as a Five-Star Zijing Volunteer at Tsinghua University.

ActivityDate
Volunteer, Beijing Winter Olympic and Paralympic GamesJan 2022-Mar 2022
Blood donor, 6 donationsSep 2019-Present

Contact

Feel free to reach out if you are interested in collaboration, research discussion, or related opportunities.