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Fei Wang
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Pareto: Fair congestion control with online reinforcement learning
S Emara, F Wang, B Li, T Zeyl
IEEE Transactions on Network Science and Engineering 9 (5), 3731-3748, 2022
192022
More than Enough is Too Much: Adaptive Defenses against Gradient Leakage in Production Federated Learning
F Wang, E Hugh, B Li
IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, 2023
182023
Federated unlearning and its privacy threats
F Wang, B Li, B Li
IEEE Network 38 (2), 294-300, 2023
122023
Plato: An open-source research framework for production federated learning
B Li, N Su, C Ying, F Wang
Proceedings of the ACM Turing Award Celebration Conference-China 2023, 1-2, 2023
82023
Ivory: Learning network adaptive streaming codes
S Emara, F Wang, I Kaplan, B Li
2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS), 1-10, 2022
52022
Quality-oriented federated learning on the fly
F Wang, B Li, B Li
IEEE Network 36 (5), 152-159, 2022
32022
Method and apparatus for multiple reinforcement learning agents in a shared environment
Z Hu, TJ Zeyl, SSHM Emara, B Li, F Wang
US Patent App. 17/566,953, 2023
12023
Multi-Agent Deep Reinforcement Learning for Cooperative Edge Caching via Hybrid Communication
F Wang, S Emara, I Kaplan, B Li, T Zeyl
ICC 2023-IEEE International Conference on Communications, 1206-1211, 2023
12023
Harnessing the Power of Local Supervision in Federated Learning
F Wang, B Li
IEEE Transactions on Big Data, 2024
2024
Cascade: Enhancing Reinforcement Learning with Curriculum Federated Learning and Interference Avoidance—A Case Study in Adaptive Bitrate Selection
S Emara, D Liu, F Wang, B Li
IEEE INFOCOM 2024-IEEE Conference on Computer Communications Workshops …, 2024
2024
Data Reconstruction and Protection in Federated Learning for Fine-Tuning Large Language Models
F Wang, B Li
IEEE Transactions on Big Data, 0
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Articles 1–11