Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing

28 November 2022

Papers citing "Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing"

6 / 6 papers shown

Title
HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models Zheng Lin Yuxin Zhang Zhe Chen Zihan Fang Xianhao Chen Praneeth Vepakomma Wei Ni Jun-Jie Luo Yue Gao MoE 34 2 0 05 May 2025
FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation Yuting Ma Lechao Cheng Yaxiong Wang Zhun Zhong Xiaohua Xu Meng Wang FedML 32 4 0 27 May 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models Kunjal Panchal Nisarg Parikh Sunav Choudhary Lijun Zhang Yuriy Brun Hui Guan 45 3 0 24 May 2024
Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models Zihan Fang Zheng Lin Zhe Chen Xianhao Chen Yue Gao Yuguang Fang 46 34 0 09 Apr 2024
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 183 840 0 01 Mar 2021
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 186 542 0 30 Mar 2020