Rongfei Fan
Scholar

Rongfei Fan

Google Scholar ID: EKqtuNcAAAAJ
Beijing Institute of Technology
Federated LearningEdge ComputingResource AllocationStatistical Signal Processing
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Citations & Impact
All-time
Citations
2,132
 
H-index
21
 
i10-index
33
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
10 items
Dimensionality Reduction for Robust Federated Learning: A Theoretical Analysis and Convergence Guarantee
2026
Cited
0
Dual-View Predictive Diffusion: Lightweight Speech Enhancement via Spectrogram-Image Synergy
2026
Cited
0
Omni-directional attention mechanism based on Mamba for speech separation
2026
Cited
1
H+: An Efficient Similarity-Aware Aggregation for Byzantine Resilient Federated Learning
2025
Cited
0
From Coarse to Fine: Recursive Audio-Visual Semantic Enhancement for Speech Separation
2025
Cited
0
Semantic Communication in Dynamic Channel Scenarios: Collaborative Optimization of Dual-Pipeline Joint Source-Channel Coding and Personalized Federated Learning
2025
Cited
0
On Theoretical Limits of Learning with Label Differential Privacy
2025
Cited
0
DualStream Contextual Fusion Network: Efficient Target Speaker Extraction by Leveraging Mixture and Enrollment Interactions
2025
Cited
0
Resume (English only)
Co-authors
20 total
Co-author 1
Co-author 1
Chintha Tellambura
Chintha Tellambura
Professor of Electrical Engineering, University of Alberta, Canada
Co-author 3
Co-author 3
Saman Atapattu
Saman Atapattu
RMIT University, Melbourne, Australia
Zhangdui Zhong
Zhangdui Zhong
Beijing Jiaotong University
Theodoros Tsiftsis
Theodoros Tsiftsis
University of Thessaly, Greece
Jamie Evans
Jamie Evans
University of Melbourne
Feifei Gao
Feifei Gao
Associate Professor at Tsinghua University, IEEEFellow