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
Xiang Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiang Chen
6
papers ·
41
citations ·
0
h-index
UCLA Health · HealthCare Interactive
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration
2019 · 20 citations
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
2022 · 13 citations
Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges
2021 · 3 citations
Fed2: Feature-Aligned Federated Learning
2021 · 1 citations
Design and Analysis of Uplink and Downlink Communications for Federated Learning
2020
Top co-authors
Cong Shen
· 2
Fuxun Yu
· 2
Sihui Zheng
· 2
Zirui Xu
· 2
Ang Li
· 1
Changyou Chen
· 1
Chenchen Liu
· 1
Di Wang
· 1
Fan Zhang
· 1
Hai Li
· 1
Jianyi Zhang
· 1
Jie Xu
· 1
Topics
Federated Learning
Data Heterogeneity
Optimization
Communication