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
Guibo Luo — most-cited papers & profile · Federated Learning
← authors
·
overview
Guibo Luo
7
papers ·
16
citations ·
0
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation
2024 · 15 citations
A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation
2025 · 1 citations
Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences
2026
DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models
2026
Federated Learning for Medical Image Classification: A Comprehensive Benchmark
2025
MPCPA: Multi-Center Privacy Computing with Predictions Aggregation based on Denoising Diffusion Probabilistic Model
2024
Top co-authors
Yuesheng Zhu
· 4
Hanwen Zhang
· 2
Mingzhi Chen
· 2
and Yuesheng Zhu
· 1
Hanwen Zhang
· 1
Hanwen Zhang
· 1
Qiaojin Shen
· 1
Qiya Yang
· 1
Shudong Liu
· 1
Xiuling Wang
· 1
Xiuling Wang
· 1
Yuesheng Zhu
· 1
Topics
Federated Learning
Communication
Privacy
Optimization
Data Heterogeneity
Edge Computing