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• FedML: A Research Library and Benchmark for Federated Machine Learning
  2020 · 358 citations
• Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge
  2020 · 191 citations
• A Field Guide to Federated Optimization
  2021 · 167 citations
• FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks
  2021 · 104 citations
• Federated Learning Challenges and Opportunities: An Outlook
  2022 · 64 citations
• LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
  2021 · 59 citations
• FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations
  2022 · 53 citations
• FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
  2022 · 53 citations
• FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks