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20162026
most citedLaSalle Invariance Principle for Discrete-time Dynamical Systems: A Concise and Self-contained Tutorial

35 citations · 66 across the 22 of their papers we have counts for

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5 papers · 1 filter

math.OC2026

Forgetting-Factor Regret for Online Zero-Sum Games

Yuhang Liu, Zi'ang Yan, Wenjun Mei +1

This paper studies dynamic equilibrium tracking in online two-player zero-sum games with time-varying convex-concave payoff functions. Existing regret metrics for online saddle-poi…

math.OC2025

A Zeroth-order Resilient Algorithm for Distributed Online Optimization against Byzantine Edge Attacks

Yuhang Liu, Wenjun Mei

In this paper, we propose a zeroth-order resilient distributed online algorithm for networks under Byzantine edge attacks. We assume that both the edges attacked by Byzantine adver…

math.OC2024★ 6 cited

Multidimensional Opinion Dynamics with Heterogeneous Bounded Confidences and Random Interactions

Jiangjiang Cheng, Ge Chen, Wenjun Mei +1

This paper introduces a heterogeneous multidimensional bounded confidence (BC) opinion dynamics with random pairwise interactions, whereby each pair of agents accesses each other's…

math.OC2024

Convergence of the Heterogeneous Deffuant-Weisbuch Model: A Complete Proof and Some Extensions

Ge Chen, Wei Su, Wenjun Mei +1

The Deffuant-Weisbuch (DW) model is a well-known bounded-confidence opinion dynamics that has attracted wide interest. Although the heterogeneous DW model has been studied by simul…

math.OC2017

Linear Stochastic Approximation Algorithms and Group Consensus over Random Signed Networks: A Technical Report with All Proofs

Ge Chen, Xiaoming Duan, Wenjun Mei +1

This paper studies linear stochastic approximation (SA) algorithms and their application to multi-agent systems in engineering and sociology. As main contribution, we provide neces…