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
Tao Song — most-cited papers & profile · Federated Learning
← authors
·
overview
Tao Song
26
papers ·
875
citations ·
46
h-index
Chinese Academy of Sciences · Salt Lake Community College · PLA Rocket Force University of Engineering · China University of Petroleum, East China · Taiyuan University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedALA: Adaptive Local Aggregation for Personalized Federated Learning
2022 · 15 citations
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark
2023 · 10 citations
Eliminating Domain Bias for Federated Learning in Representation Space
2023 · 6 citations
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated Learning
2023 · 1 citations
SkyMask: Attack-agnostic Robust Federated Learning with Fine-grained Learnable Masks
2023 · 1 citations
FWeb3: A Practical Incentive-Aware Federated Learning Framework
2026
FedMomentum: Preserving LoRA Training Momentum in Federated Fine-Tuning
2026
pFedNavi: Structure-Aware Personalized Federated Vision-Language Navigation for Embodied AI
2026
POLAR: Policy-based Layerwise Reinforcement Learning Method for Stealthy Backdoor Attacks in Federated Learning
2025
FedCod: An Efficient Communication Protocol for Cross-Silo Federated Learning with Coding
2025
Poisoning with A Pill: Circumventing Detection in Federated Learning
2024
FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy
2023
OFL-W3: A One-shot Federated Learning System on Web 3.0
2024
Top co-authors
Yang Hua
· 12
Hao Wang
· 11
Haibing Guan
· 9
Peishen Yan
· 6
Jianqing Zhang
· 5
Bingsheng He
· 2
Jian Cao
· 2
Kuai Yu
· 2
Xiaoyu Wu
· 2
Hua Yang
· 1
Jian Li
· 1
Jiaru Zhang
· 1
Topics
Federated Learning
Privacy
cs.LG
cs.AI
cs.DC
cs.CV
Communication
Security