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• Federated Learning from Pre-Trained Models: A Contrastive Learning Approach
  2022 · 67 citations
• Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
  2023 · 37 citations
• On the Convergence of Clustered Federated Learning
  2022 · 25 citations
• FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels
  2022 · 14 citations
• Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health
  2021 · 11 citations
• Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
  2022 · 10 citations
• Federated Vision-Language-Recommendation with Personalized Fusion
  2024 · 1 citations
• FedProto: Federated Prototype Learning across Heterogeneous Clients
  2021 · 1 citations
• Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach
  2025
• Federated Low-Rank Adaptation for Foundation Models: A Survey
  2025
• Personalized Federated Learning With Graph
  2022
• Federated Foundation Models on Heterogeneous Time Series
  2024