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2505.18866
Cited By
Distribution-Aware Mobility-Assisted Decentralized Federated Learning
24 May 2025
Md. Farhamdur Reza
Reza Jahani
Richeng Jin
H. Dai
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Papers citing
"Distribution-Aware Mobility-Assisted Decentralized Federated Learning"
15 / 15 papers shown
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
Yuan Wang
Huazhu Fu
Renuga Kanagavelu
Qingsong Wei
Yong Liu
Rick Siow Mong Goh
FedML
219
62
0
29 Apr 2024
FedDisco: Federated Learning with Discrepancy-Aware Collaboration
International Conference on Machine Learning (ICML), 2023
Rui Ye
Mingkai Xu
Jianyu Wang
Chenxin Xu
Siheng Chen
Yanfeng Wang
FedML
208
105
0
30 May 2023
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
IEEE Communications Surveys and Tutorials (COMST), 2022
Enrique Tomás Martínez Beltrán
Mario Quiles Pérez
Pedro Miguel Sánchez Sánchez
Sergio López Bernal
Gérome Bovet
M. Pérez
Gregorio Martínez Pérez
Alberto Huertas Celdrán
FedML
500
401
0
15 Nov 2022
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Md Ferdous Pervej
Richeng Jin
H. Dai
416
57
0
27 Oct 2022
Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying
IEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2022
Jieming Bian
Jie Xu
FedML
210
10
0
09 Jun 2022
Data-heterogeneity-aware Mixing for Decentralized Learning
Yatin Dandi
Anastasia Koloskova
Martin Jaggi
Sebastian U. Stich
234
21
0
13 Apr 2022
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
B. L. Bars
A. Bellet
Marc Tommasi
Erick Lavoie
Anne-Marie Kermarrec
FedML
333
37
0
09 Apr 2022
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks
Chenyuan Feng
Heng Yang
Deshun Hu
Zhiwei Zhao
Tony Q.S. Quek
Geyong Min
210
110
0
20 Aug 2021
Accelerating Gossip SGD with Periodic Global Averaging
International Conference on Machine Learning (ICML), 2021
Yiming Chen
Kun Yuan
Yingya Zhang
Pan Pan
Yinghui Xu
W. Yin
173
47
0
19 May 2021
D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
IEEE International Symposium on Reliable Distributed Systems (SRDS), 2021
A. Bellet
Anne-Marie Kermarrec
Erick Lavoie
FedML
470
31
0
15 Apr 2021
Decentralized Federated Learning via Mutual Knowledge Transfer
IEEE Internet of Things Journal (IEEE IoT J.), 2020
Chengxi Li
Gang Li
P. Varshney
FedML
327
133
0
24 Dec 2020
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
International Conference on Machine Learning (ICML), 2020
Anastasia Koloskova
Nicolas Loizou
Sadra Boreiri
Martin Jaggi
Sebastian U. Stich
FedML
537
593
0
23 Mar 2020
MATCHA: Speeding Up Decentralized SGD via Matching Decomposition Sampling
International Conference on Intelligent Cloud Computing (ICICC), 2019
Jianyu Wang
Anit Kumar Sahu
Zhouyi Yang
Gauri Joshi
S. Kar
345
175
0
23 May 2019
Federated Optimization in Heterogeneous Networks
Tian Li
Anit Kumar Sahu
Manzil Zaheer
Maziar Sanjabi
Ameet Talwalkar
Virginia Smith
FedML
975
6,747
0
14 Dec 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. B. McMahan
Eider Moore
Daniel Ramage
S. Hampson
Blaise Agüera y Arcas
FedML
1.5K
21,854
0
17 Feb 2016
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