← authors · overview

• SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
  2021 · 12 citations
• Layer-wise Adaptive Model Aggregation for Scalable Federated Learning
  2021 · 6 citations
• Federated Learning of Large Models at the Edge via Principal Sub-Model Training
  2022 · 3 citations
• FedAudio: A Federated Learning Benchmark for Audio Tasks
  2022 · 3 citations
• FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training
  2023 · 3 citations
• TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training
  2023 · 3 citations
• Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning
  2025
• Enabling Weak Client Participation via On-device Knowledge Distillation in Heterogeneous Federated Learning
  2025
• Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits
  2022