Xudong Li

Full Professor, Fudan University

Joined

July 2019

Names

Xudong Li (Preferred)

Emails

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

****@u.nus.edu.cn

****@princeton.edu

****@nus.edu.sg

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Fudan University (fudan.edu.cn)

2023 – Present

Associate Professor

Fudan University (fudan.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Defeng Sun

Present

PhD Advisor

Kim-Chuan Toh

Present

Expertise

Numerical Optimization

Present

Publications

Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
Yukuan Wei, Xudong Li, Lin F. Yang
- ICLR 2026 Poster
- Readers: Everyone
cVTS: A Constrained Voronoi Tree Search Method for High Dimensional Analog Circuit Synthesis
Aidong Zhao, Xianan Wang, Zixiao Lin, zhaori bi, Xudong Li, Changhao Yan, Fan Yang, Li Shang, Dian Zhou, Xuan Zeng
- 13 May 2023 (modified: 13 May 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming
Liang Chen, Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2021 (modified: 05 Nov 2022)
- Math. Program. 2021
- Readers: Everyone
On the efficient computation of a generalized Jacobian of the projector over the Birkhoff polytope
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2020 (modified: 05 Nov 2022)
- Math. Program. 2020
- Readers: Everyone
An Asymptotically Superlinearly Convergent Semismooth Newton Augmented Lagrangian Method for Linear Programming
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2020 (modified: 05 Nov 2022)
- SIAM J. Optim. 2020
- Readers: Everyone
A block symmetric Gauss-Seidel decomposition theorem for convex composite quadratic programming and its applications
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2019 (modified: 05 Nov 2022)
- Math. Program. 2019
- Readers: Everyone
Estimation of Markov Chain via Rank-constrained Likelihood
Xudong Li, Mengdi Wang, Anru Zhang
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
On Efficiently Solving the Subproblems of a Level-Set Method for Fused Lasso Problems
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2018 (modified: 05 Nov 2022)
- SIAM J. Optim. 2018
- Readers: Everyone
A Highly Efficient Semismooth Newton Augmented Lagrangian Method for Solving Lasso Problems
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2018 (modified: 05 Nov 2022)
- SIAM J. Optim. 2018
- Readers: Everyone
QSDPNAL: a two-phase augmented Lagrangian method for convex quadratic semidefinite programming
Xudong Li, Defeng Sun, Kim-Chuan Toh
- 2018 (modified: 05 Nov 2022)
- Math. Program. Comput. 2018
- Readers: Everyone

View all 12 publications

Xudong Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors