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Ming Ding — most-cited papers & profile · Federated Learning
← authors
·
overview
Ming Ding
16
papers ·
865
citations ·
32
h-index
Harbin Engineering University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Vertical Federated Learning: Challenges, Methodologies and Experiments
2022 · 52 citations
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm
2020 · 26 citations
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation
2021 · 9 citations
G$^2$uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering
2023 · 8 citations
Differentially Private Vertical Federated Learning
2022 · 5 citations
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
2021 · 2 citations
Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning
2023 · 2 citations
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
2022 · 1 citations
Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity
2023
Top co-authors
Jun Li
· 7
Chuan Ma
· 4
Kang Wei
· 4
Long Shi
· 3
and H. Vincent Poor
· 2
H. Vincent Poor
· 2
Wen Chen
· 2
Zhu Han
· 2
and Thilina Ranbaduge
· 1
Aruna Seneviratne
· 1
Chuan Ma
· 1
Dinh C. Nguyen
· 1
Topics
Federated Learning
Privacy
Security
Adversarial Attacks
Edge Computing
Optimization
Communication
Data Heterogeneity