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
Christopher G. Brinton — most-cited papers & profile · Federated Learning
← authors
·
overview
Christopher G. Brinton
57
papers ·
249
citations ·
27
h-index
Purdue University West Lafayette
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning for Connected and Automated Vehicles: A Survey of Existing Approaches and Challenges
2023 · 174 citations
Decentralized Event-Triggered Federated Learning with Heterogeneous Communication Thresholds
2022 · 18 citations
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 · 7 citations
Network-Aware Optimization of Distributed Learning for Fog Computing
2020 · 6 citations
SplitGP: Achieving Both Generalization and Personalization in Federated Learning
2022 · 5 citations
Resource-Constrained Decentralized Federated Learning via Personalized Event-Triggering
2022 · 4 citations
Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
2024 · 4 citations
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
2024 · 3 citations
Digital Over-the-Air Federated Learning in Multi-Antenna Systems
2023 · 3 citations
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
2022 · 2 citations
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
2023 · 2 citations
Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning
2025 · 1 citations
Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs
2025 · 1 citations
Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments
2023 · 1 citations
Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity
2021 · 1 citations
Top co-authors
Seyyedali Hosseinalipour
· 15
Dong-Jun Han
· 13
Mung Chiang
· 9
Seyyedali Hosseinalipour
· 9
David J. Love
· 8
Liangqi Yuan
· 6
Su Wang
· 5
Satyavrat Wagle
· 4
Vaneet Aggarwal
· 4
Anindya Bijoy Das
· 3
Evan Chen
· 3
Frank Po-Chen Lin
· 3
Topics
Federated Learning
Communication
Optimization
Edge Computing
Data Heterogeneity
Privacy
Adversarial Attacks