Jingwang Li

activity

20222025

most citedImplicit Tracking-Based Distributed Constraint-Coupled Optimization

12 citations · 18 across the 7 of their papers we have counts for

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3 papers · 1 filter

math.OC2025

Dual Acceleration for Minimax Optimization: Linear Convergence Under Relaxed Assumptions

Jingwang Li, Xiao Li

This paper addresses the bilinearly coupled minimax optimization problem: $\min_{x \in \mathbb{R}^{d_x}}\max_{y \in \mathbb{R}^{d_y}} \ f_1(x) + f_2(x) + y^{\top} Bx - g_1(y) - g_2…

math.OC2025

Accelerated Decentralized Constraint-Coupled Optimization: A Dual $^{2}$ Approach

Jingwang Li, Vincent Lau

In this paper, we focus on a class of decentralized constraint-coupled optimization problem: $min_{x_{i} \in R^{d_{i}}, i \in I; y \in R^{p}}$ $\sum_{i=1}^n\…

math.OC2025

Smoothness of the Augmented Lagrangian Dual in Convex Optimization

Jingwang Li, Vincent Lau

This paper focuses on the general linearly constrained optimization problem: $min_{x \in R^{d}} f (x) s.t. A x = b$ , where $f: \mathbb{R}^d \rightarrow \mathbb{R}…

Dual Acceleration for Minimax Optimization: Linear Convergence Under Relaxed Assumptions

Accelerated Decentralized Constraint-Coupled Optimization: A Dual2 Approach

Smoothness of the Augmented Lagrangian Dual in Convex Optimization

Accelerated Decentralized Constraint-Coupled Optimization: A Dual $^{2}$ Approach