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Chuan Ma — most-cited papers & profile · Federated Learning
← authors
·
overview
Chuan Ma
17
papers ·
218
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Learning with Differential Privacy: Algorithms and Performance Analysis
2019 · 88 citations
Vertical Federated Learning: Challenges, Methodologies and Experiments
2022 · 52 citations
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm
2020 · 26 citations
On Safeguarding Privacy and Security in the Framework of Federated Learning
2019 · 17 citations
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization
2020 · 12 citations
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation
2021 · 9 citations
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients
2020 · 5 citations
Low-Latency Federated Learning over Wireless Channels with Differential Privacy
2021 · 5 citations
Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design
2021 · 1 citations
Blockchain Assisted Federated Learning over Wireless Channels: Dynamic Resource Allocation and Client Scheduling
2021 · 1 citations
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
2022 · 1 citations
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing
2023
Sparse Federated Training of Object Detection in the Internet of Vehicles
2023
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection
2024
Top co-authors
Jun Li
· 11
Ming Ding
· 10
H. Vincent Poor
· 7
Kang Wei
· 6
Long Shi
· 4
Ming Ding
· 4
Zhu Han
· 4
Kang Wei
· 3
Wen Chen
· 3
and H. Vincent Poor
· 2
Howard H. Yang
· 2
Shi Jin
· 2
Topics
Federated Learning
Privacy
Optimization
Security
Adversarial Attacks
Communication
Edge Computing