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
Zexi Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Zexi Li
10
papers ·
44
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Revisiting Weighted Aggregation in Federated Learning with Neural Networks
2023 · 19 citations
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
2024 · 7 citations
Ensemble Federated Adversarial Training with Non-IID data
2021 · 4 citations
Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching
2022 · 3 citations
No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier
2023 · 3 citations
FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning
2023 · 2 citations
Photon: Federated LLM Pre-Training
2024 · 1 citations
Learning Cautiously in Federated Learning with Noisy and Heterogeneous Clients
2023
Top co-authors
Chao Wu
· 3
Didi Zhu
· 2
Tao Lin
· 2
Xinyi Shang
· 2
Alex Iacob
· 1
Bill Marino
· 1
Chao Wu
· 1
Chao Wu
· 1
Chao Wu
· 1
Chenrui Wu
· 1
Dihan Li
· 1
Dongqi Cai
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Adversarial Attacks
Security
Optimization
Communication