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
Carl Yang — most-cited papers & profile · Federated Learning
← authors
·
overview
Carl Yang
33
papers ·
399
citations ·
34
h-index
Emory University · Lehigh University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Subgraph Federated Learning with Missing Neighbor Generation
2021 · 75 citations
Federated Graph Classification over Non-IID Graphs
2021 · 63 citations
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation
2022 · 2 citations
Graph Federated Learning with Hidden Representation Sharing
2022 · 1 citations
Subgraph Federated Learning for Local Generalization
2025
Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
2025
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling
2025
Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
2024
Top co-authors
Lichao Sun
· 2
Siu Ming Yiu
· 2
Baturalp Buyukates
· 1
Bolin Ding
· 1
Chanyoung Park
· 1
Emir Ceyani
· 1
Guancheng Wan
· 1
Guibin Zhang
· 1
Han Xie
· 1
Han Xie
· 1
Hongyi Wang
· 1
Jiawei Shao
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization