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
Chengzhong Xu — most-cited papers & profile · Federated Learning
← authors
·
overview
Chengzhong Xu
18
papers ·
70
citations ·
71
h-index
University of Macau · City University of Macau
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction
2022 · 21 citations
Federated Noisy Client Learning
2021 · 8 citations
Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting
2024 · 5 citations
Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data
2019 · 4 citations
Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training
2024 · 1 citations
FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning
2025
Bridging Memory Gaps: Scaling Federated Learning for Heterogeneous Clients
2024
DEAL: Decremental Energy-Aware Learning in a Federated System
2021
Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning
2024
Top co-authors
Chunlin Tian
· 2
Huazhu Fu
· 2
Kahou Tam
· 2
Yebo Wu
· 2
Bo Han
· 1
Boyi Liu
· 1
Chunlin Tian
· 1
Dongping Liao
· 1
Jingguang Li
· 1
Liang Gao
· 1
Li Li
· 1
Li Li
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Security
Edge Computing