I am a second year M.S. student at Brown CS.
I work closely with Yilun Du and Prof. Joshua B. Tenenbaum at MIT and Prof. Chen Sun at Brown on embodied intelligence.
Before that, I worked with Prof. Lin Wang at HKUST(GZ) on image understanding and Prof. Jianguo Zhang at SUSTech on medical image analysis.
I received my B.E. in CS from SUSTech in 2022.
My research goal is to develop autonomous agents that can freely interact with the physical world and bring a positive impact on people's lives. To this end, my interests lie at the intersection of computer vision, decision making, and robotics. I seek to build intelligence agents in a more efficient and scientific way by drawing inspiration from human cognition biases, such as compositionality, to make them more reliable, lightweight, cost-effective, and accessible to users. Currently, I am working on leveraging generative models to enable more robust and generalizable decision-making.
Besides academia, I spend my time doing sports, playing music, and juggling with friends. Check them out here.
Publications ( show selected / show all by date / show all by topic )
Software Engineer Intern, TencentJul 2021 -- Sep 2021
Worked for WeCom, a work chat and office tool with 180M+ active users, mobile app development team. Implemented 10+ features for user access control logics. User interface design, code refactoring.
Exchange Student, UC BerkeleyJan 2020 -- May 2020
CS 170: Efficient Algorithms and Intractable Problems
CS 61C: Great Ideas in Computer Architecture (Machine Structures)
Math 55: Discrete Mathematics
Summer Workshop, National University of SingaporeJul 2019 -- Aug 2019
Teaching Assistant, SUSTechSep 2020 -- Jul 2022
Benchmarking the Vulnerability of Skin Cancer ClassificationJul 2020 -- Apr 2021
Co-developed a codebase to benchmark the adversarial vulnerability of deep learning based skin cancer classifiers. Evaluated on dermoscopic lesion images with attack methods including FGSM, PGD, and DeepFool.
SQL Code Evaluation Web PlatformSep 2020 -- Jan 2021
Led the development of a web platform for evaluating SQL code. Based on Java, Spring Boot, Spring Security, PostgreSQL, Redis, etc. Project successfully deployed online for grading student assignments for SUSTech CS307 Principles of Database Systems (∼200 students enrollment).
- I enjoy playing basketball. Some of my lovely teammates:
- I love track and field, especially middle-distance running. I participate in amateur events occasionally.
- I started to play the flute (Dizi) when I was 8. I also played in my college's orchestra.
- I'm from Guangzhou, a city with lots of tasty food.