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
Charuka Herath — most-cited papers & profile · Federated Learning
← authors
·
overview
Charuka Herath
4
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection
2024 · 9 citations
FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users
2023 · 7 citations
QuantFL: Sustainable Federated Learning for Edge IoT via Pre-Trained Model Quantisation
2026
DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation
2025
Top co-authors
Yogachandran Rahulamathavan
· 4
and Sangarapillai Lambotharan
· 2
Sangarapillai Lambotharan
· 1
Sangarapillai Lambotharan and Carsten Maple
· 1
Varuna De Silva
· 1
Varuna De Silva
· 1
Xiaolan Liu
· 1
Xiaolan Liu
· 1
Topics
Federated Learning
Privacy
Edge Computing
Security
Communication
Data Heterogeneity
Encryption