Xiaoyu Chen

Xiaoyu Chen

Sherryshe/her

About Me

I'm a final-year CS undergrad at Turing Class, Peking University. My CV (dated Dec 2024)

My primary research interests lie at the intersection of TCS & math with diverse topics including high-dimensional probability, quantum, learning theory, etc. I'm also interested in understanding mysterious phenomena in deep learning.

During my undergraduate studies, I was fortunate to learn from great people across various fields to understand my interests more clearly. I was advised by Shaofeng Jiang on streaming geometric algorithms, Tongyang Li on quantum algorithms, and Zhiyuan Li on deep learning theory.

If you want to chat, feel free to reach out at yuchen21@stu.pku.edu.cn!

Publications

Near-Optimal Quantum Coreset Construction Algorithms for Clustering
Yecheng Xue*, Xiaoyu Chen*, Tongyang Li, Shaofeng H.-C. Jiang
ICML 2023
Streaming Euclidean Max-Cut: Dimension vs Data Reduction
Xiaoyu Chen, Shaofeng H.-C. Jiang, Robert Krauthgamer
STOC 2023

Teaching

Fall 2023
Teaching Assistant for Discrete Mathematics and Structures (taught by Tianren Liu), Peking University.

Awards

2024
SenseTime Scholarship (25 recipients nationwide)
2019
Gold medal, Chinese National Olympiad in Informatics (CNOI, top 50 in China)

Miscellaneous