The Federated Learning Portal

In this webportal, we keep track of books, workshops, conference special tracks, journal special issues, standardization effort and other notable events related to the field of Federated Learning (FL).

Research Programmes

Books

Upcoming Journal Special Issues

Workshops

  1. FL-AsiaCCS'25, Hanoi, Vietnam
  2. FL@FM-NeurIPS'24, Vancouver, BC, Canada
  3. FL@FM-IJCAI'24, Jeju Island, South Korea
  4. FL@FM-ICME'24, Niagara Falls, ON, Canada
  5. FL@FM-TheWebConf'24, Singapore
  6. FL@FM-Singapore'24, Singapore
  7. Flower AI Summit 2024, London, UK
  8. FL@FM-NeurIPS'23, New Orleans, LA, USA
  9. 2nd MBZUAI Workshop on Collaborative Learning: Empowering Sustainable Futures, Abu Dhabi, UAE
  10. FL@FM-AJCAI'23, Brisbane, Australia
  11. FL-IJCAI'23, Macau
  12. FL-KDD'23, Long Beach, CA, USA
  13. FL-ICML'23, Honolulu, HI, USA
  14. FLIRT-SIGIR'23, Taipei, Taiwan
  15. FLSys'23, Miami, FL, USA
  16. FLW@TheWebConf'23, Austin, TX, USA
  17. AI Technology School, 2022, Singapore
  18. FL-NeurIPS'22, New Orleans, LA, USA
  19. 1st MBZUAI Workshop on Collaborative Learning: From Theory to Practice, Abu Dhabi, UAE
  20. Canadian AI Federated Learning Workshop 2022, Toronto, ON, Canada
  21. FL-IJCAI'22, Vienna, Austria
  22. FL-AAAI-22, Vancouver, BC, Canada (Virtual)
  23. FL-NeurIPS'21 (Virtual)
  24. The Federated Learning Workshop, 2021, Paris, France (Hybrid)
  25. PDFL-EMNLP'21, Bilbao, Spain (Virtual)
  26. FTL-IJCAI'21, Montreal, QB, Canada (Virtual)
  27. DeepIPR-IJCAI'21, Montreal, QB, Canada (Virtual)
  28. FL-ICML'21 (Virtual)
  29. RSEML-AAAI-21 (Virtual)
  30. NeurIPS-SpicyFL'20, Vancouver, BC, Canada (Virtual)
  31. FL-IJCAI'20, Yokohama, Japan (Virtual)
  32. FL-ICML'20, Vienna, Austria (Virtual)
  33. FL-IBM'20, New York, NY, USA
  34. FL-NeurIPS'19, Vancouver, BC, Canada
  35. FL-IJCAI'19, Macau
  36. FL-Google'19, Seattle, WA, USA

Wikipedia

Benchmark Datasets

Tutorials

Standardization Effort

Comics

Youtube Channels

Frameworks

Communities