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ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices

ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices

Guangyu Zhu
Yiqin Deng
Xianhao Chen
Haixia Zhang
Yuguang Fang
Tan F. Wong
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Papers citing "ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices"

4 / 4 papers shown
Title
Efficient Federated Split Learning for Large Language Models over Communication Networks
Efficient Federated Split Learning for Large Language Models over Communication Networks
Kai Zhao
Zhaohui Yang
40
0
0
20 Apr 2025
The Impact of Cut Layer Selection in Split Federated Learning
The Impact of Cut Layer Selection in Split Federated Learning
Justin Dachille
Chao Huang
Xin Liu
FedML
83
0
0
20 Dec 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey
Guanqiao Qu
Qiyuan Chen
Wei Wei
Zheng Lin
Xianhao Chen
Kaibin Huang
42
43
0
09 Jul 2024
Exploring the Privacy-Energy Consumption Tradeoff for Split Federated Learning
Exploring the Privacy-Energy Consumption Tradeoff for Split Federated Learning
Senior Member Ieee Joohyung Lee
Mohamed Seif
Jungchan Cho
L. F. I. H. Vincent Poor
25
7
0
15 Nov 2023