researcher

Lei Wang

Department of Applied Mathematics, The Hong Kong Polytechnic University

15 papers hereh-index 6119 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author11
middle author1
last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields

math.OC15

affiliations

Department of Applied Mathematics, The Hong Kong Polytechnic University

same name

Lei Wang — 54 papers, h 40
Lei Wang — 52 papers, h 21
Lei Wang — 51 papers, h 102
Lei Wang — 47 papers, h 19
Lei Wang — 45 papers, h 22
Lei Wang — 33 papers, h 33

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20202026

most citedDecentralized Optimization Over the Stiefel Manifold by an Approximate Augmented Lagrangian Function

23 citations · 42 across the 14 of their papers we have counts for

collaborators

Showing 2025Show all

3 papers · 1 filter

math.OC2025

A Support-Set Algorithm for Optimization Problems with Nonnegative and Orthogonal Constraints

Lei Wang, Xin Liu, Xiaojun Chen

In this paper, we investigate optimization problems with nonnegative and orthogonal constraints, where any feasible matrix of size $n \times p$ exhibits a sparsity pattern such tha…

math.OC2025

A New Complexity Result for Strongly Convex Optimization with Locally $α$ -H{ö}lder Continuous Gradients

Xiaojun Chen, C. T. Kelley, Lei Wang

In this paper, we present a new complexity result for the gradient descent method with an appropriately fixed stepsize for minimizing a strongly convex function with locally $α$ -H{…

math.OC2025

Enhancing Distributional Robustness in Principal Component Analysis by Wasserstein Distances

Lei Wang, Xin Liu, Xiaojun Chen

We consider the distributionally robust optimization (DRO) model of principal component analysis (PCA) to account for uncertainty in the underlying probability distribution. The re…

A Support-Set Algorithm for Optimization Problems with Nonnegative and Orthogonal Constraints

A New Complexity Result for Strongly Convex Optimization with Locally α-H{ö}lder Continuous Gradients

Enhancing Distributional Robustness in Principal Component Analysis by Wasserstein Distances

A New Complexity Result for Strongly Convex Optimization with Locally $α$ -H{ö}lder Continuous Gradients