Ermin Wei

6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (10)

Conferences

ICLR (3) AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Zhenyu Sun (4) PRANAY SHARMA (1) Haifeng Xu (1) Gauri Joshi (1) Ming Tang (1) Fan Yao (1) Meng Zhang (1) Xiaochun Niu (1) Ziyang Zhang (1) Xinbao Qiao (1)

Keywords

federated learning (2) stochastic gradient descent (1) minimax optimization (1) algorithmic stability (1) communication efficiency (1) linear convergence (1) generalization bound (1) generative adversarial network (1) client heterogeneity (1) gradient tracking (1) gradient descent ascent (1)

Papers

Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning ICLR 2025

Debiasing Federated Learning with Correlated Client Participation ICLR 2025

Hessian-Free Online Certified Unlearning ICLR 2025

Improved Lower Bounds for First-order Stochastic Non-convex Optimization under Markov Sampling ICML 2025

Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters AISTATS 2024

A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning NIPS 2022