Xusheng Zhang

activity

20212026

most citedThe Critical Mean-field Chayes-Machta Dynamics

5 citations · 7 across the 8 of their papers we have counts for

collaborators

Showing 2025Show all

2 papers · 1 filter

cs.LG2025

Time-varying Mixing Matrix Design for Energy-efficient Decentralized Federated Learning

Xusheng Zhang, Tuan Nguyen, Ting He

We consider the design of mixing matrices to minimize the operation cost for decentralized federated learning (DFL) in wireless networks, with focus on minimizing the maximum per-n…

cs.DS2025

One-Shot Learning for k-SAT

Andreas Galanis, Leslie Ann Goldberg, Xusheng Zhang

Consider a $k$ -SAT formula $Φ$ where every variable appears at most $d$ times. Let $σ$ be a satisfying assignment, sampled proportionally to $e^{β m (σ)}$ where $m (σ)$ is the number…