Sikai Yang

FedRACE: A Hierarchical and Statistical Framework for Robust Federated Learning

Integrating large pre-trained models into federated learning (FL) can significantly improve generalization and convergence efficiency. A widely adopted strategy freezes the pre-trained backbone and fine-tunes a lightweight task head, thereby reducing computational and communication costs. However, t…