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Amr Mohamed — most-cited papers & profile · Federated Learning
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Amr Mohamed
6
papers ·
63
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data
2020 · 4 citations
Federated Learning of Low-Rank One-Shot Image Detection Models in Edge Devices with Scalable Accuracy and Compute Complexity
2025
Communication-Efficient Hierarchical Federated Learning for IoT Heterogeneous Systems with Imbalanced Data
2021
Top co-authors
Aiman Erbad
· 3
Mohsen Guizani
· 2
Naram Mhaisen
· 2
Abdul Hannaan
· 1
Alaa Awad
· 1
Alaa Awad Abdellatif
· 1
Ali Safa
· 1
Wassim Nasreddine
· 1
Zaher Dawy
· 1
Zubair Shah
· 1
Topics
Federated Learning
Communication
Edge Computing
Optimization
Data Heterogeneity