Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Fengxiang He — most-cited papers & profile · Federated Learning
← authors
·
overview
Fengxiang He
14
papers ·
81
citations ·
20
h-index
The University of Sydney · University of Cambridge · UNSW Sydney · University of Glasgow · University of Edinburgh
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training
2022 · 47 citations
Achieving Personalized Federated Learning with Sparse Local Models
2022 · 13 citations
Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms
2020 · 6 citations
Top co-authors
Dacheng Tao
· 2
Li Shen
· 2
and Dacheng Tao
· 1
Bohan Wang
· 1
Rong Dai
· 1
Shiwei Liu
· 1
Tiansheng Huang
· 1
Weiwei Lin
· 1
Xinmei Tian
· 1
Topics
Federated Learning
Privacy
Optimization
Communication
Data Heterogeneity