Faculty Directory
Ermin Wei

Associate Professor of Electrical and Computer Engineering, Industrial Engineering and Management Sciences and (by courtesy) Computer Science

Contact

2145 Sheridan Road
Tech Room L310
Evanston, IL 60208-3109

847-467-5702 Email Ermin Wei

Website

Ermin Wei's Homepage

Communications and Networking Laboratory

Departments

Electrical and Computer Engineering

Industrial Engineering and Management Sciences

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Education

PhD Electrical Engineering and Computer Science, Massachusetts Institute of Technology, MA

MS Electrical Engineering and Computer Science, Massachusetts Institute of Technology, MA

BS Computer Engineering, Finance and Mathematics, University of Maryland, MD

Research Interests

Ermin Wei is interested in the control and operation of networked systems, with focus of market analysis of smart grid and energy networks. Ermin's research also includes large scale distributed optimization algorithms and theory with emphasis on nonlinear convex optimization, network optimization, asynchronous algorithms and their applications.

Selected Publications

Qiao, Xinbao; Zhang, Meng; Tang, Ming; Wei, Ermin, HESSIAN-FREE ONLINE CERTIFIED UNLEARNING, International Conference on Learning Representations, ICLR (2025).
Ding, Ningning; Sun, Zhenyu; Wei, Ermin; Berry, Randall A, Incentivized Federated Learning and Unlearning, IEEE Transactions on Mobile Computing (2025).
Yao, Fan; Cheng, Yuwei; Wei, Ermin; Xu, Haifeng, Single-Agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning, International Conference on Learning Representations, ICLR (2025).
Sun, Zhenyu; Zhang, Ziyang; Xu, Zheng; Joshi, Gauri; Sharma, Pranay; Wei, Ermin, DEBIASING FEDERATED LEARNING WITH CORRELATED CLIENT PARTICIPATION, International Conference on Learning Representations, ICLR (2025).
Lan, Shuyue; Wang, Zhilu; Wei, Ermin; Roy-Chowdhury, Amit K.; Zhu, Qi, Collaborative Multi-Agent Video Fast-Forwarding, IEEE Transactions on Multimedia (2024).
Ding, Ningning; Wei, Ermin; Berry, Randall, Strategic Data Revocation in Federated Unlearning, Institute of Electrical and Electronics Engineers Inc. (2024).
Niu, Xiaochun; Wei, Ermin, DISH, IEEE Transactions on Signal Processing (2024).
Goeckner, Anthony; Li, Xinliang; Wei, Ermin; Zhu, Qi, Attrition-Aware Adaptation for Multi-Agent Patrolling, IEEE Robotics and Automation Letters (2024).