Naibo Wang

Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model

2025 · arXiv (Cornell University)

Federated learning (FL) has attracted considerable interest in the medical domain due to its capacity to facilitate collaborative model training while maintaining data privacy. However, conventional FL methods typically necessitate multiple communication rounds, leading to …