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Rongfei Fan — most-cited papers & profile · Federated Learning
← authors
·
overview
Rongfei Fan
15
papers ·
3
citations ·
5
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning Resilient to Byzantine Attacks and Data Heterogeneity
2024 · 1 citations
Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap
2023 · 1 citations
Dimensionality Reduction for Robust Federated Learning: A Theoretical Analysis and Convergence Guarantee
2026
H+: An Efficient Similarity-Aware Aggregation for Byzantine Resilient Federated Learning
2025
Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
2025
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
2024
Joint Power Control and Data Size Selection for Over-the-Air Computation Aided Federated Learning
2023
Over-the-Air Computation Aided Federated Learning with the Aggregation of Normalized Gradient
2023
Sequential Federated Learning in Hierarchical Architecture on Non-IID Datasets
2024
Top co-authors
Shiyuan Zuo
· 9
Han Hu
· 8
Puning Zhao
· 4
Xingrun Yan
· 4
Jie Xu
· 3
Li Shen
· 2
Xuming An
· 2
and Han Hu
· 1
and Ning Zhang
· 1
and Shimin Gong
· 1
Cheng Zhan
· 1
Hai Jiang
· 1
Topics
Federated Learning
Data Heterogeneity
Communication
cs.LG
Optimization