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1. F2DC F2DC Public

   Forked from mala-lab/F2DC

   [CVPR 2026] Domain-Skewed Federated Learning with Feature Decoupling and Calibration

   Python

2. FedHPro FedHPro Public

   Forked from mala-lab/FedHPro

   [ICML 2026] FedHPro: Federated Hyper-Prototype Learning via Gradient Matching

   Python

3. FedDifRC FedDifRC Public

   [ICCV 2025] FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning

   Python 4 2

4. ProMEDR ProMEDR Public

   [AAAI 2026] Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating

   Python

5. FedSC FedSC Public

   [KDD 2025] FedSC: Federated Learning with Semantic-Aware Collaboration

   Python 4 1

6. FedSKC FedSKC Public

   [ICWS 2025] FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration

   Python 2 1