Grants per year
Personal profile
Research Interests
Smart grid and energy networks with focus of market analysis and mechanism design; large scale distributed optimization algorithms and theory with emphasis on nonlinear convex optimization, network optimization and their applications
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical Engineering and Computer Science, PhD, Massachusetts Institute of Technology
Electrical Engineering and Computer Science, MS, Massachusetts Institute of Technology
Finance and Mathematics, BS, University of Maryland, College Park
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Institute for Data, Econometrics, Algorithms and Learning (IDEAL)
Vijayaraghavan, A., Vijayaraghavan, A., Berry, R. A., Berry, R. A., Hartline, J. D., Hartline, J. D., Khuller, S., Khuller, S., Nocedal, J., Nocedal, J., Auerbach, E. J., Auerbach, E. J., Auffinger, A., Auffinger, A., Bugni, F. A., Bugni, F. A., Canay, I. A., Canay, I. A., Gaudio, J., Gaudio, J., Golub, B., Golub, B., Guo, D., Guo, D., Horowitz, J. L., Horowitz, J. L., Hullman, J. R., Hullman, J. R., Liang, A., Liang, A., Linna Jr., D. W., Linna Jr., D. W., Makarychev, K., Makarychev, K., Wang, Z., Wang, Z., Wei, E. & Wei, E.
9/1/22 → 8/31/27
Project: Research project
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Collaborative Research: SWIFT: LARGE: Dynamics and Security Aware Predictive Spectrum Sharing with Active and Passive Users
Berry, R. A., Hester, J. D. & Wei, E.
1/1/21 → 12/31/23
Project: Research project
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NRI: INT: Robotic Shepherding for Flow Control in Uncertain Dynamic Environments
Wei, E., Wei, E., Freeman, R. A., Freeman, R. A., Lynch, K. M., Lynch, K. M., Rubenstein, M. & Rubenstein, M.
9/1/20 → 8/31/24
Project: Research project
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Hybrid Interior-Point/Active-Set PSCOPF Algorithms Exploiting Power System Characteristics
Lehigh University, Advanced Research Projects Agency - Energy
12/13/18 → 7/31/22
Project: Research project
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Subproject for Dr. Wei (EECS)
Space and Naval Warfare Systems Center Pacific
4/9/18 → 1/8/20
Project: Research project
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Collaborative Multi-Agent Video Fast-Forwarding
Lan, S., Wang, Z., Wei, E., Roy-Chowdhury, A. K. & Zhu, Q., 2023, (Accepted/In press) In: IEEE Transactions on Multimedia. p. 1-14 14 p.Research output: Contribution to journal › Article › peer-review
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FedHybrid: A Hybrid Federated Optimization Method for Heterogeneous Clients
Niu, X. & Wei, E., 2023, In: IEEE Transactions on Signal Processing. 71, p. 150-163 14 p.Research output: Contribution to journal › Article › peer-review
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Incentive Mechanism Design for Federated Learning and Unlearning
Ding, N., Sun, Z., Wei, E. & Berry, R., Oct 23 2023, MobiHoc 2023 - Proceedings of the 2023 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Association for Computing Machinery, p. 11-20 10 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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S-NEAR-DGD: A Flexible Distributed Stochastic Gradient Method for Inexact Communication
Iakovidou, C. & Wei, E., Feb 1 2023, In: IEEE Transactions on Automatic Control. 68, 2, p. 1281-1287 7 p.Research output: Contribution to journal › Article › peer-review
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Sun, Z. & Wei, E., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution