Shichen Zhan

Heterogeneity-Aware Coordination for Federated Learning via Stitching Pre-trained blocks

2024 · arXiv (Cornell University)

Federated learning (FL) coordinates multiple devices to collaboratively train a shared model while preserving data privacy. However, large memory footprint and high energy consumption during the training process excludes the low-end devices from contributing to …