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
Tian Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Tian Li
5
papers ·
49
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Heterogeneity for the Win: One-Shot Federated Clustering
2021 · 21 citations
Motley: Benchmarking Heterogeneity and Personalization in Federated Learning
2022 · 13 citations
FedDANE: A Federated Newton-Type Method
2020 · 8 citations
Maximizing Global Model Appeal in Federated Learning
2022 · 4 citations
Private Adaptive Optimization with Side Information
2022 · 3 citations
Top co-authors
Virginia Smith
· 5
Manzil Zaheer
· 2
Ameet Talwalkar
· 1
Anit Kumar Sahu
· 1
Divyansh Jhunjhunwala
· 1
Don Kurian Dennis
· 1
Gauri Joshi
· 1
Maziar Sanjabi
· 1
Sashank J. Reddi
· 1
Shanshan Wu
· 1
Yae Jee Cho
· 1
Yu Xiao
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Privacy