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H. Vincent Poor โ most-cited papers & profile ยท Federated Learning
โ authors
ยท
overview
H. Vincent Poor
57
papers ยท
1169
citations ยท
183
h-index
Shanghai University ยท Princeton University
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
2020 ยท 575 citations
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
2019 ยท 108 citations
Federated Learning with Differential Privacy: Algorithms and Performance Analysis
2019 ยท 88 citations
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification
2022 ยท 77 citations
Delay Minimization for Federated Learning Over Wireless Communication Networks
2020 ยท 53 citations
Federated Learning With Quantized Global Model Updates
2020 ยท 35 citations
Convergence Time Optimization for Federated Learning over Wireless Networks
2020 ยท 33 citations
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm
2020 ยท 26 citations
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
2020 ยท 19 citations
On Safeguarding Privacy and Security in the Framework of Federated Learning
2019 ยท 17 citations
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization
2020 ยท 12 citations
Wireless Communications for Collaborative Federated Learning
2020 ยท 9 citations
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients
2020 ยท 5 citations
Low-Latency Federated Learning over Wireless Channels with Differential Privacy
2021 ยท 5 citations
Over-the-Air Fair Federated Learning via Multi-Objective Optimization
2025 ยท 3 citations
Top co-authors
Jun Li
ยท 9
Chuan Ma
ยท 7
Ming Ding
ยท 7
Mingzhe Chen
ยท 7
Kang Wei
ยท 6
Walid Saad
ยท 5
and Shuguang Cui
ยท 4
Tony Q. S. Quek
ยท 4
Ali Bereyhi
ยท 3
Howard H. Yang
ยท 3
Mohamed Seif
ยท 3
Saba Asaad
ยท 3
Topics
Federated Learning
Communication
Optimization
Privacy
Edge Computing
Security
Adversarial Attacks
Data Heterogeneity