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
Yuexiang Xie — most-cited papers & profile · Federated Learning
← authors
·
overview
Yuexiang Xie
14
papers ·
26
citations ·
18
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
2023 · 9 citations
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity
2022 · 6 citations
A Benchmark for Federated Hetero-Task Learning
2022 · 3 citations
FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning
2022 · 2 citations
FS-Real: Towards Real-World Cross-Device Federated Learning
2023 · 1 citations
Tree-based Models for Vertical Federated Learning: A Survey
2025
Understanding Byzantine Robustness in Federated Learning with A Black-box Server
2024
Top co-authors
Bolin Ding
· 7
Yaliang Li
· 7
Jingren Zhou
· 5
Daoyuan Chen
· 4
Dawei Gao
· 4
Weirui Kuang
· 4
Liuyi Yao
· 3
Bingchen Qian
· 2
Xuchen Pan
· 2
Zhen Wang
· 2
Zitao Li
· 2
Chenhe Dong
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy