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
Jiaming Yan — most-cited papers & profile · Federated Learning
← authors
·
overview
Jiaming Yan
3
papers ·
1
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Caesar: A Low-deviation Compression Approach for Efficient Federated Learning
2024 · 1 citations
Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout
2025
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks
2023
Top co-authors
Hongli Xu
· 3
Jianchun Liu
· 3
Shilong Wang
· 2
Haifeng Liu
· 1
Jianhua Zhou
· 1
Jiantao Gong
· 1
Kun Hou
· 1
Liusheng Huang
· 1
Xianjun Gao
· 1
Xudong Liu
· 1
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity