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
Yuming Ai — most-cited papers & profile · Federated Learning
← authors
·
overview
Yuming Ai
5
papers ·
0
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework
2026
Rethinking Federated Graph Foundation Models: A Graph-Language Alignment-based Approach
2026
MM-OpenFGL: A Comprehensive Benchmark for Multimodal Federated Graph Learning
2026
Federated Graph Unlearning
2025
A Comprehensive Data-centric Overview of Federated Graph Learning
2025
Top co-authors
Xunkai Li
· 5
Rong-Hua Li
· 4
Yinlin Zhu
· 4
Guoren Wang
· 3
Zhengyu Wu
· 3
Bowen Fan
· 2
Guohao Fu
· 2
and Guoren Wang
· 1
di Wu
· 1
Guochen Yan
· 1
Guocong Quan
· 1
Haodong Lu
· 1
Topics
cs.LG
Federated Learning
Privacy
Data Heterogeneity
cs.AI
cs.SI