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Pubudu N. Pathirana — most-cited papers & profile · Federated Learning
← authors
·
overview
Pubudu N. Pathirana
10
papers ·
23
citations ·
43
h-index
Deakin University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Learning for Smart Healthcare: A Survey
2021 · 17 citations
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
2021 · 2 citations
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
2022 · 2 citations
Federated Learning with Differential Privacy: An Utility-Enhanced Approach
2025
Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning
2025
Enhancing Federated Learning Through Secure Cluster-Weighted Client Aggregation
2025
Federated Learning for Industrial Internet of Things in Future Industries
2021
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing
2024
Top co-authors
Dinh C. Nguyen
· 6
Aruna Seneviratne
· 5
Kanishka Ranaweera
· 3
Ming Ding
· 3
Dusit Niyato
· 2
H. Vincent Poor
· 2
Jun Li
· 2
Quoc-Viet Pham
· 2
Thierry Rakotoarivelo
· 2
Azadeh Ghari Neiat
· 1
Bipasha Kashyap
· 1
Christopher G. Brinton
· 1
Topics
Federated Learning
Privacy
Communication
Edge Computing
Optimization
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