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Omid Tavallaie — most-cited papers & profile · Federated Learning
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overview
Omid Tavallaie
9
papers ·
18
citations ·
0
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Most-cited papers
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models
2024 · 11 citations
Optimization of Federated Learning's Client Selection for Non-IID Data Based on Grey Relational Analysis
2023 · 2 citations
Boosting Communication Efficiency of Federated Learning's Secure Aggregation
2024 · 2 citations
RBLA: Rank-Based-LoRA-Aggregation for Fine-tuning Heterogeneous Models in FLaaS
2024 · 2 citations
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks
2024 · 1 citations
Convergence Analysis of Aggregation-Broadcast in LoRA-enabled Distributed Fine-Tuning
2025
ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks
2024
AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning
2024
Top co-authors
Shuaijun Chen
· 6
Albert Y. Zomaya
· 5
Niousha Nazemi
· 4
Albert Zomaya
· 2
Hamed Haddadi
· 2
Kanchana Thilakarathna
· 2
Ralph Holz
· 2
and Albert Y. Zomaya
· 1
Anna Maria Mandalari
· 1
Aruna Seneviratne
· 1
Michael Henri Hambali
· 1
Nguyen Tran
· 1
Topics
Federated Learning
Privacy
Communication
Optimization
Data Heterogeneity
Security
Edge Computing