Yaqi Qiao

Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning

In recent years, the distributed training of foundation models (FMs) has seen a surge in popularity. In particular, federated learning enables collaborative model training among edge clients while safeguarding the privacy of their data. However, federated training of FMs across resource-constrained…