Awesome Federated Learning
π
Papers
π§
Topics
π₯
Trending
πΊοΈ
Map
π
Leaderboards
π
Learn
π€
Ask AI
β―
More
π₯
Authors
π
Reading Packs
π
Datasets
π οΈ
Tools
π°
News
π
Blogs
βοΈ
Newsletter
π―
Research Radar
π
Saved
+ Add Paper
βΎ
β
β authors
Β·
overview
Loading authorβ¦
π€
Ask AI
Pengfei Wu β most-cited papers & profile Β· Federated Learning
β authors
Β·
overview
Pengfei Wu
7
papers Β·
16
citations
Google Scholar β
Semantic Scholar β
OpenAlex β
Most-cited papers
Momentum Benefits Non-IID Federated Learning Simply and Provably
2023 Β· 2 citations
CA-HFP: Curvature-Aware Heterogeneous Federated Pruning with Model Reconstruction
2026
FFT-MoE: Efficient Federated Fine-Tuning for Foundation Models via Large-scale Sparse MoE under Heterogeneous Edge
2025
Top co-authors
Gang Hu
Β· 2
Kun Yuan
Β· 1
Topics
cs.LG
cs.AI
Federated Learning
Data Heterogeneity
Communication