Faculty DirectoryErmin Wei

Associate Professor of Electrical and Computer Engineering, Industrial Engineering and Management Sciences and (by courtesy) Computer Science
Contact
2145 Sheridan RoadTech Room L310
Evanston, IL 60208-3109
847-467-5702Email Ermin Wei
Website
Communications and Networking Laboratory
Departments
Electrical and Computer Engineering
Industrial Engineering and Management Sciences
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
- Sun, Zhenyu; Niu, Xiaochun; Wei, Ermin, Understanding Generalization of Federated Learning via Stability, Proceedings of Machine Learning Research (2024).
- Niu, Xiaochun; Wei, Ermin, DISH, IEEE Transactions on Signal Processing (2024).
- Yi, Lihui; Wei, Ermin, Optimal EV Charging Decisions Considering Charging Rate Characteristics and Congestion Effects, IEEE Transactions on Network Science and Engineering (2024).
- Goeckner, Anthony; Li, Xinliang; Wei, Ermin; Zhu, Qi, Attrition-Aware Adaptation for Multi-Agent Patrolling, IEEE Robotics and Automation Letters (2024).
- 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).
- Zhang, Meng; Wei, Ermin; Berry, Randall; Huang, Jianwei, Age-Dependent Differential Privacy, IEEE Transactions on Information Theory (2024).
- Niu, Xiaochun; Wei, Ermin, FedHybrid, IEEE Transactions on Signal Processing (2023).