Yiyun He
Email: yiyunh4 [ a t ] uci.edu
I am a PhD student from Mathematics Deparment in University of California, Irvine, expected to graduate in 2025. I am honored to work with my advisor, Professor Roman Vershynin. Before that, I obtained my bachelor degree in Mathematics and Applied Mathematics from University of Science and Technology of China in 2020. My personal CV is here.
My research is mainly in probability theory, including data science, differential privacy, random matrix, combinatorics, etc.
Publications and Preprints
Online Differentially Private Synthetic Data Generation, with Roman Vershynin and Yizhe Zhu, submitted, 2024.
Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets, with Thomas Strohmer, Roman Vershynin and Yizhe Zhu, submitted, 2023.
Algorithmically Effective Differentially Private Synthetic Data, with Roman Vershynin and Yizhe Zhu, Proceedings of Thirty Sixth Conference on Learning Theory (COLT), PMLR 195:3941-3968, 2023. [conference proceedings].
Strong quantum nonlocality and unextendibility without entanglement in N-partite systems with odd N, with Fei Shi and Xiande Zhang, submitted, 2022.
Travels
Feb 25-28, 2024, The 35th International Conference on Algorithmic Learning Theory (ALT 2024), San Diego, CA
Feb 18-23, 2024, Information Theory and Applications Workshop (ITA 2024), San Diego, CA
Jan 21-27, 2024, Desert Discrete Math Workshop, Steele/Burnand Anza-Borrego Desert Research Center, Borrego Springs, CA
Jan 3-6, 2024, Joint Mathematics Meeting, San Francisco, CA
Jun 26-30, 2023, Princeton Machine Learning Theory Summer School, Princeton University, Princeton, NJ
May 22-26, 2023, Summer School on Random Matrix Theory and Its Applications, the Ohio State University, Columbus, OH
Apr 22, 2023, Southern California Applied Mathematics Symposium, University of California, Irvine, CA
Apr 13-14, 2023, UCLA Synthetic Data Workshop, University of California, Irvine, Los Angles, CA
Feb 12-17, 2023, Information Theory and Applications Workshop (ITA 2023), San Diego, CA
Jun 13-24, 2022, Random Matrix Theory Summer School, University of Michigan, Ann Arbor, MI
May 23-27, 2022, Workshop in Convexity and High-Dimensional Probability, Georgia Institute of Technology, Atlanta, GA
Jul 17-Aug 13, 2016, Tsinghua Yau’s Mathcamp, Tsinghua University, Beijing, China