Yiyun He

Postdoc, Mathematics, University of California, San Diego

Joined

May 2023

Names

Yiyun He (Preferred)

Emails

****@uci.edu (Confirmed)

,

****@ucsd.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Mathematics, University of California, San Diego (ucsd.edu)

2025 – Present

PhD student

Mathematics, University of California, Irvine (uci.edu)

2020 – 2025

Undergrad student

Mathematics, University of Science and Technology of China (ustc.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Roman Vershynin

2020 – Present

Expertise

Differential Privacy

,

high-dimensional probability

2022 – 2026

Publications

FL-Sailer: Efficient and Privacy-Preserving Federated Learning for Scalable Single-Cell Epigenetic Data Analysis via Adaptive Sampling
Guangyi Zhang, Yi Dai, Yiyun He, Junhao Liu
- Accepted by TMLR
- Readers: Everyone
Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets
Yiyun He, Thomas Strohmer, Roman Vershynin, Yizhe Zhu
- Submitted to ICLR 2024
- Readers: Everyone
Algorithmically Effective Differentially Private Synthetic Data
Yiyun He, Roman Vershynin, Yizhe Zhu
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone

Co-Authors