FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning

11 March 2023

Papers citing "FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning"

7 / 7 papers shown

Title
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 13 0 0 07 May 2025
Communication-Efficient Model Aggregation with Layer Divergence Feedback in Federated Learning Liwei Wang Jun Li Wen Chen Qing-Bin Wu Ming Ding 30 1 0 12 Apr 2024
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity Md Ferdous Pervej Richeng Jin H. Dai 12 9 0 03 Aug 2023
FedNC: A Secure and Efficient Federated Learning Method with Network Coding Yuchen Shi Zheqi Zhu Pingyi Fan Khaled B. Letaief Chenghui Peng FedML 8 0 0 05 May 2023
ISFL: Federated Learning for Non-i.i.d. Data with Local Importance Sampling Zheqi Zhu Yuchen Shi Pingyi Fan Chenghui Peng Khaled B. Letaief FedML 13 8 0 05 Oct 2022
Federated Dropout -- A Simple Approach for Enabling Federated Learning on Resource Constrained Devices Dingzhu Wen Ki-Jun Jeon Kaibin Huang FedML 66 88 0 30 Sep 2021
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout Samuel Horváth Stefanos Laskaridis Mario Almeida Ilias Leondiadis Stylianos I. Venieris Nicholas D. Lane 176 267 0 26 Feb 2021