HiLoRA: Hierarchical Low-Rank Adaptation for Personalized Federated Learning

Zihao Peng, Nan Zou, Jiandian Zeng +4

Vision Transformers (ViTs) have been widely adopted in vision tasks due to their strong transferability. In Federated Learning (FL), where full fine-tuning is communication heavy,…