Song Li

Full Professor, School of Mathematical Sciences, Zhejiang University

Joined

January 2026

Names

Song Li (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Mathematical Sciences, Zhejiang University (zju.edu.cn)

1996 – 2026

Advisors, Relations & Conflicts

Coauthor

Present

Coauthor

Present

Coauthor

2020 – 2026

Expertise

Low-rank matrix recovery

2016 – 2026

Phase retrieval

2015 – 2026

Compress sensing

2006 – 2026

Fundamental theories of data science

1996 – 2026

Wavelet Transform

1994 – 2010

Publications

Stable Phase Retrieval: Optimal Rates in Poisson and Heavy-tailed Models
Gao Huang, Song Li, Deanna Needell
- CoRR 2025
- Readers: Everyone
Adversarial Phase Retrieval via Nonlinear Least Absolute Deviation
Gao Huang, Song Li, Hang Xu
- IEEE Trans. Inf. Theory 2025
- Readers: Everyone
Low-Rank Toeplitz Matrix Restoration: Descent Cone Analysis and Structured Random Matrix
Gao Huang, Song Li
- IEEE Trans. Inf. Theory 2025
- Readers: Everyone
Geometric Characteristic in Phaseless Operator and Structured Matrix Recovery
Gao Huang, Song Li
- CoRR 2024
- Readers: Everyone
Nonconvex Deterministic Matrix Completion by Projected Gradient Descent Methods
Hang Xu, Song Li, Junhong Lin
- Published: 01 Jan 2024, Last Modified: 21 Feb 2024
- CoRR 2024
- Readers: Everyone
On sparse recovery algorithms in unions of orthonormal bases
Yi Shen, Chenyun Yu, Yuan Shen, Song Li
- J. Approx. Theory 2023
- Readers: Everyone
Robust Outlier Bound Condition to Phase Retrieval with Adversarial Sparse Outliers
Gao Huang, Song Li, Hang Xu
- CoRR 2023
- Readers: Everyone
An Open Problem on Sparse Representations in Unions of Bases
Yi Shen, Chenyun Yu, Yuan Shen, Song Li
- IEEE Trans. Inf. Theory 2022
- Readers: Everyone

View all 25 publications

Co-Authors