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
Shuiguang Deng — most-cited papers & profile · Federated Learning
← authors
·
overview
Shuiguang Deng
22
papers ·
113
citations ·
0
h-index
Zhejiang University of Science and Technology · Zhejiang University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
2023 · 8 citations
Exploiting Label Skewness for Spiking Neural Networks in Federated Learning
2024 · 3 citations
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective
2023 · 1 citations
LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping
2025
Federated Data-Efficient Instruction Tuning for Large Language Models
2024
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
2022
Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning
2024
Top co-authors
Zhen Qin
· 2
Zhen Qin
· 2
Binbin Huang
· 1
Bingchen Qian
· 1
Bingsheng He
· 1
Bolin Ding
· 1
Chen Zhi
· 1
Daoyuan Chen
· 1
Di Yu
· 1
Feiyi Chen
· 1
Guanjie Cheng
· 1
Hailiang Zhao
· 1
Topics
Federated Learning
Communication
Privacy
Adversarial Attacks
Security
Optimization
Edge Computing