Chengying Fang

FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation

Federated Prompt Learning (FPL) adapts pre-trained Vision-Language Models (VLMs) to federated learning through prompt tuning, leveraging their transferable representations and strong generalization capabilities. Traditional methods often require uniform prompt lengths for federated aggregation, limi…