Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
We restructured the entire project to give it a better presentation. We have added more conference and journal information and updated it to the December 2023 version.
Full Changelog: https://github.com/youngfish42/Awesome-FL/compare/v0.9.6-alpha...v0.9.8-alpha
We have compiled information on top federated learning conferences and journals through June 2023, and a list of research papers on federated learning on graph and tabular data. 😄
Full Changelog: https://github.com/youngfish42/Awesome-FL/compare/v0.8.0-alpha...v0.9.6-alpha
For more convenient reading (easy jumping between citations and quotes, enhanced display on low resolution screens) we have added Github Pages feature.
Check out the project homepage at https://youngfish42.github.io/Awesome-Federated-Learning-on-Graph-and-Tabular-Data for a better reading experience. 😃
Full Changelog: https://github.com/youngfish42/Awesome-FL/commits/v0.9.0-alpha
The archived version before adding the Github Pages feature, at which time the basic information of 600+ papers (including federated learning on graph data and tabular data and federated learning papers in various top journals and top conferences) has been collated and verified (including source code, arxiv preprint hyperlinks and publication hyperlinks).
Full Changelog: https://github.com/youngfish42/Awesome-FL/commits/v0.8.0-alpha