← authors · overview

• Flower: A Friendly Federated Learning Research Framework
  2020 · 107 citations
• A first look into the carbon footprint of federated learning
  2021 · 55 citations
• ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
  2022 · 11 citations
• FedVal: Different good or different bad in federated learning
  2023 · 6 citations
• FedL2P: Federated Learning to Personalize
  2023 · 5 citations
• The Future of Large Language Model Pre-training is Federated
  2024 · 4 citations
• Secure Vertical Federated Learning Under Unreliable Connectivity
  2023 · 2 citations
• FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients
  2024 · 2 citations
• On-device Federated Learning with Flower
  2021 · 1 citations
• Efficient Vertical Federated Learning with Secure Aggregation
  2023 · 1 citations
• Photon: Federated LLM Pre-Training
  2024 · 1 citations
• DEPT: Decoupled Embeddings for Pre-training Language Models
  2024
• Can Federated Learning Save The Planet?
  2020
• Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement
  2023
• Sheaf HyperNetworks for Personalized Federated Learning
  2024