Awesome Federated Learning

A curated, continuously updated collection of scholarly research — ranked by community signal and explained, structured to support systematic exploration and academic inquiry.

Browse PapersGet the Daily Digest

29,474 papers · updated daily.

Explore the collection

📜
All Papers
Every paper — sortable by year, citations, and community signal.
🔥
Trending
What the field is talking about right now.
🏷️
Topics
Browse by theme with fast filtering across the collection.
👥
Authors
The most prolific and most-cited contributors.
🤖
Ask AI
Ask anything in plain English — answers cite real papers.
🛠️
Tools & Code
Open-source repositories ranked by stars and relevance.