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• Adaptive Federated Learning in Resource Constrained Edge Computing Systems
  2018 · 85 citations
• Model Pruning Enables Efficient Federated Learning on Edge Devices
  2019 · 55 citations
• Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art
  2020 · 19 citations
• A Unified Analysis of Federated Learning with Arbitrary Client Participation
  2022 · 17 citations
• Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks
  2024 · 16 citations
• Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning
  2024 · 12 citations
• Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach
  2020 · 9 citations
• Sharing Models or Coresets: A Study based on Membership Inference Attack
  2020 · 9 citations