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
Quan Z. Sheng — most-cited papers & profile · Federated Learning
← authors
·
overview
Quan Z. Sheng
21
papers ·
898
citations ·
67
h-index
Macquarie University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Communication Efficiency in Federated Learning: Achievements and Challenges
2021 · 51 citations
Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey
2023 · 41 citations
Uncovering Promises and Challenges of Federated Learning to Detect Cardiovascular Diseases: A Scoping Literature Review
2023 · 1 citations
The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy
2024 · 1 citations
CoRe-Fed: Bridging Collaborative and Representation Fairness via Federated Embedding Distillation
2026
Federated Learning at the Forefront of Fairness: A Multifaceted Perspective
2026
Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation
2025
FairEquityFL -- A Fair and Equitable Client Selection in Federated Learning for Heterogeneous IoV Networks
2025
FedCLF -- Towards Efficient Participant Selection for Federated Learning in Heterogeneous IoV Networks
2025
Convergence-Privacy-Fairness Trade-Off in Personalized Federated Learning
2025
MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning
2025
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
2024
A Survey on Participant Selection for Federated Learning in Mobile Networks
2022
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
2023
PPVF: An Efficient Privacy-Preserving Online Video Fetching Framework with Correlated Differential Privacy
2024
Top co-authors
Yipeng Zhou
· 5
Di Wu
· 2
Laizhong Cui
· 2
Liang Zhao
· 2
Lina Yao
· 2
Meng Han
· 2
Miao Hu
· 2
Ekram Hossain
· 1
Gautam Srivastava
· 1
Haochen Yuan
· 1
Jian Yang
· 1
Lishan Yang
· 1
Topics
Federated Learning
Privacy
cs.LG
Communication
cs.AI
Optimization