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Ahmed M. Abdelmoniem — most-cited papers & profile · Federated Learning
← authors
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overview
Ahmed M. Abdelmoniem
10
papers ·
21
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
On the Impact of Device and Behavioral Heterogeneity in Federated Learning
2021 · 12 citations
Resource-Efficient Federated Learning
2021 · 6 citations
An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms
2023 · 1 citations
Flashback: Understanding and Mitigating Forgetting in Federated Learning
2024 · 1 citations
Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense
2024 · 1 citations
Query-based Knowledge Transfer for Heterogeneous Learning Environments
2025
Benchmarking Mutual Information-based Loss Functions in Federated Learning
2025
Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients
2024
A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization
2024
Top co-authors
Marco Canini
· 4
Qilei Li
· 2
Arnab K. Paul
· 1
Atal Narayan Sahu
· 1
Chengchang Liu
· 1
Chen-Yu Ho
· 1
Hajar Bennouri
· 1
Harsh D. Chothani
· 1
Linlin You
· 1
Min Wen
· 1
Mohamed Elhoseiny
· 1
Mohammed Aljahdali
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Edge Computing
Communication
Optimization