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
Shunxin Guo — most-cited papers & profile · Federated Learning
← authors
·
overview
Shunxin Guo
4
papers ·
8
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization
2024 · 7 citations
STHFL: Spatio-Temporal Heterogeneous Federated Learning
2025 · 1 citations
Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning
2025
Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes
2023
Top co-authors
Hongsong Wang
· 3
Xin Geng
· 2
and Xin Geng
· 1
Jiaqi Lv
· 1
Shuxia Lin
· 1
Shuxia Lin
· 1
Xin Geng
· 1
Yang Xu
· 1
Zhiqiang Kou
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Communication
Optimization