Xudong Li

Xudong Li

Fudan University

H-index: 13

Asia-China

About Xudong Li

Xudong Li, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Fudan University, specializes in the field of Optimization, Scientific Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A quadratically convergent semismooth Newton method for nonlinear semidefinite programming without the subdifferential regularity

Data-driven minimax optimization with expectation constraints

Recursive importance sketching for rank constrained least squares: Algorithms and high-order convergence

An active-set based recursive approach for solving convex isotonic regression with generalized order restrictions

A dynamic programming approach for generalized nearly isotonic optimization

On geometric connections of embedded and quotient geometries in Riemannian fixed-rank matrix optimization

An Accelerated Proximal Alternating Direction Method of Multipliers for Optimal Decentralized Control of Uncertain Systems

Solving stackelberg prediction game with least squares loss via spherically constrained least squares reformulation

Xudong Li Information

University

Position

Associate Professor

Citations(all)

833

Citations(since 2020)

670

Cited By

428

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

13

Email

University Profile Page

Fudan University

Google Scholar

View Google Scholar Profile

Xudong Li Skills & Research Interests

Optimization

Scientific Computing

Top articles of Xudong Li

Title

Journal

Author(s)

Publication Date

A quadratically convergent semismooth Newton method for nonlinear semidefinite programming without the subdifferential regularity

arXiv preprint arXiv:2402.13814

Fuxiaoyue Feng

Chao Ding

Xudong Li

2024/2/21

Data-driven minimax optimization with expectation constraints

Operations Research

Shuoguang Yang

Xudong Li

Guanghui Lan

2024/1/5

Recursive importance sketching for rank constrained least squares: Algorithms and high-order convergence

Operations Research

Yuetian Luo

Wen Huang

Xudong Li

Anru Zhang

2024/1

An active-set based recursive approach for solving convex isotonic regression with generalized order restrictions

arXiv preprint arXiv:2304.00244

Xuyu Chen

Xudong Li

Yangfeng Su

2023/4/1

A dynamic programming approach for generalized nearly isotonic optimization

Mathematical Programming Computation

Zhensheng Yu

Xuyu Chen

Xudong Li

2023/3

On geometric connections of embedded and quotient geometries in Riemannian fixed-rank matrix optimization

Mathematics of Operations Research

Yuetian Luo

Xudong Li

Anru R Zhang

2023/6/1

An Accelerated Proximal Alternating Direction Method of Multipliers for Optimal Decentralized Control of Uncertain Systems

arXiv preprint arXiv:2304.11037

Bo Yang

Xinyuan Zhao

Xudong Li

Defeng Sun

2023/4/21

Solving stackelberg prediction game with least squares loss via spherically constrained least squares reformulation

Jiali Wang

Wen Huang

Rujun Jiang

Xudong Li

Alex L Wang

2022/6/28

Augmented Lagrangian methods for convex matrix optimization problems

Journal of the Operations Research Society of China

Ying Cui

Chao Ding

Xu-Dong Li

Xin-Yuan Zhao

2022/6

Hölderian error bounds and kurdyka-łojasiewicz inequality for the trust region subproblem

Mathematics of Operations Research

Rujun Jiang

Xudong Li

2022/11

Fast projection onto the ordered weighted ℓ1 norm ball

Science China Mathematics

Qinzhen Li

Xudong Li

2022/4

QPPAL: a two-phase proximal augmented Lagrangian method for high-dimensional convex quadratic programming problems

ACM Transactions on Mathematical Software (TOMS)

Ling Liang

Xudong Li

Defeng Sun

Kim-Chuan Toh

2022/10/4

Learning Markov models via low-rank optimization

Operations Research

Ziwei Zhu

Xudong Li

Mengdi Wang

Anru Zhang

2022/7

On the equivalence of inexact proximal ALM and ADMM for a class of convex composite programming

Mathematical Programming

Liang Chen

Xudong Li

Defeng Sun

Kim-Chuan Toh

2021/1

Nonconvex factorization and manifold formulations are almost equivalent in low-rank matrix optimization

arXiv preprint arXiv:2108.01772

Yuetian Luo

Xudong Li

Anru R Zhang

2021/8/3

Fast algorithms for stackelberg prediction game with least squares loss

Jiali Wang

He Chen

Rujun Jiang

Xudong Li

Zihao Li

2021/7/1

An asymptotically superlinearly convergent semismooth Newton augmented Lagrangian method for linear programming

SIAM Journal on Optimization

Xudong Li

Defeng Sun

Kim-Chuan Toh

2020

On the efficient computation of a generalized Jacobian of the projector over the Birkhoff polytope

Mathematical Programming

Xudong Li

Defeng Sun

Kim-Chuan Toh

2020/1

See List of Professors in Xudong Li University(Fudan University)

Co-Authors

H-index: 53
Kim-Chuan Toh

Kim-Chuan Toh

National University of Singapore

H-index: 41
Guanghui (George) Lan

Guanghui (George) Lan

Georgia Institute of Technology

H-index: 28
Anru Zhang

Anru Zhang

University of Wisconsin-Madison

H-index: 18
Wen Huang

Wen Huang

Xiamen University

H-index: 14
Ying Cui

Ying Cui

University of Minnesota-Twin Cities

H-index: 11
Ziwei Zhu

Ziwei Zhu

University of Michigan-Dearborn

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