Selective Aggregation for Low-Rank Adaptation in Federated Learning

2 October 2024

Papers citing "Selective Aggregation for Low-Rank Adaptation in Federated Learning"

5 / 5 papers shown

Title
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 55 0 0 29 Apr 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Yumin Zhang Yan Gao Haoran Duan Hanqing Guo Tejal Shah R. Ranjan Bo Wei FedML 68 0 0 19 Mar 2025
A Survey on Federated Fine-tuning of Large Language Models Yebo Wu Chunlin Tian Jingguang Li He Sun Kahou Tam Li Li Chengzhong Xu FedML 78 0 0 15 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-the-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 44 1 0 14 Mar 2025
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists Dongyang Fan Bettina Messmer N. Doikov Martin Jaggi MoMe MoE 37 1 0 20 Sep 2024