Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.13063
Cited By
v1
v2 (latest)
Decentralized Federated Learning via Mutual Knowledge Transfer
IEEE Internet of Things Journal (IEEE IoT J.), 2020
24 December 2020
Chengxi Li
Gang Li
P. Varshney
FedML
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Decentralized Federated Learning via Mutual Knowledge Transfer"
36 / 36 papers shown
Distribution-Aware Mobility-Assisted Decentralized Federated Learning
Md. Farhamdur Reza
Reza Jahani
Richeng Jin
H. Dai
228
1
0
24 May 2025
Federated prediction for scalable and privacy-preserved knowledge-based planning in radiotherapy
Jingyun Chen
David Horowitz
Yading Yuan
MedIm
AI4CE
206
0
0
20 May 2025
PDSL: Privacy-Preserved Decentralized Stochastic Learning with Heterogeneous Data Distribution
IEEE International Conference on Distributed Computing Systems (ICDCS), 2025
Lina Wang
Yunsheng Yuan
Chunxiao Wang
Feng Li
FedML
476
1
0
31 Mar 2025
Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings
Marco Arazzi
Mert Cihangiroglu
Antonino Nocera
FedML
273
0
0
06 Mar 2025
Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection
IEEE Internet of Things Journal (IEEE IoT J.), 2024
Charuka Herath
Xiaolan Liu
S. Lambotharan
Y. Rahulamathavan
FedML
251
10
0
23 Oct 2024
Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions
Laiqiao Qin
Tianqing Zhu
Wanlei Zhou
Philip S. Yu
269
24
0
16 Jun 2024
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors
International Conference on Machine Learning (ICML), 2024
Chun-Yin Huang
Kartik Srinivas
Xin Zhang
Xiaoxiao Li
DD
443
24
0
19 May 2024
Adaptive Coded Federated Learning: Privacy Preservation and Straggler Mitigation
IEEE Transactions on Communications (IEEE Trans. Commun.), 2024
Chengxi Li
Ming Xiao
Mikael Skoglund
342
7
0
22 Mar 2024
FedSR: A Semi-Decentralized Federated Learning Algorithm for Non-IIDness in IoT System
Jianjun Huang
Lixin Ye
Li Kang
FedML
159
3
0
19 Mar 2024
Practical Insights into Knowledge Distillation for Pre-Trained Models
Norah Alballa
A. Abdelmoniem
Marco Canini
337
3
0
22 Feb 2024
Gradient Coding in Decentralized Learning for Evading Stragglers
Chengxi Li
Mikael Skoglund
409
2
0
06 Feb 2024
DFML: Decentralized Federated Mutual Learning
Yasser H. Khalil
A. Estiri
Mahdi Beitollahi
Nader Asadi
S. Hemati
Xu Li
Guojun Zhang
Xi Chen
184
3
0
02 Feb 2024
A review on different techniques used to combat the non-IID and heterogeneous nature of data in FL
Iyer Venkataraman Natarajan
310
14
0
01 Jan 2024
Cross-feature Contrastive Loss for Decentralized Deep Learning on Heterogeneous Data
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Sai Aparna Aketi
Kaushik Roy
FedML
371
3
0
24 Oct 2023
Collaborative Distributed Machine Learning
ACM Computing Surveys (ACM Comput. Surv.), 2023
Sumit Kumar Jha
Patrick Lincoln
Sascha Rank
Ali Sunyaev
434
8
0
28 Sep 2023
Federated Learning with Neural Graphical Models
Urszula Chajewska
H. Shrivastava
FedML
333
2
0
20 Sep 2023
Sparse Decentralized Federated Learning
IEEE Transactions on Signal Processing (IEEE TSP), 2023
Shenglong Zhou
Kaidi Xu
Geoffrey Ye Li
Geoffrey Ye Li
FedML
179
0
0
31 Aug 2023
A Survey on Decentralized Federated Learning
Edoardo Gabrielli
Giovanni Pica
Dario Fenoglio
Giovanni Pica
Gabriele Tolomei
FedML
163
44
0
08 Aug 2023
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
ACM Computing Surveys (ACM Comput. Surv.), 2023
Mang Ye
Xiuwen Fang
Bo Du
PongChi Yuen
Dacheng Tao
FedML
AAML
512
540
0
20 Jul 2023
Private Networked Federated Learning for Nonsmooth Objectives
Franccois Gauthier
C. Gratton
Naveen K. D. Venkategowda
Stefan Werner
FedML
195
0
0
24 Jun 2023
Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning
Deepak Ravikumar
Gobinda Saha
Sai Aparna Aketi
Kaushik Roy
276
5
0
09 Apr 2023
Advancements in Federated Learning: Models, Methods, and Privacy
ACM Computing Surveys (ACM Comput. Surv.), 2023
Hui Chen
Huandong Wang
Qingyue Long
Depeng Jin
Yong Li
FedML
469
36
0
22 Feb 2023
Knowledge Distillation in Federated Edge Learning: A Survey
Zhiyuan Wu
Sheng Sun
Yuwei Wang
Min Liu
Xue Jiang
Runhan Li
Bo Gao
FedML
355
12
0
14 Jan 2023
FLAGS Framework for Comparative Analysis of Federated Learning Algorithms
Internet of Things (IoT), 2022
Ahnaf Hannan Lodhi
Barış Akgün
Öznur Özkasap
FedML
183
4
0
14 Dec 2022
FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data
Ming Yang
Yanhan Wang
Xin Wang
Zhenyong Zhang
Xiaoming Wu
Peng Cheng
FedML
239
1
0
17 Nov 2022
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
580
463
0
15 Nov 2022
Find Your Friends: Personalized Federated Learning with the Right Collaborators
Yi Sui
Junfeng Wen
Yenson Lau
Brendan Leigh Ross
Jesse C. Cresswell
FedML
227
13
0
12 Oct 2022
A Survey on Heterogeneous Federated Learning
Dashan Gao
Xin Yao
Qian Yang
FedML
336
82
0
10 Oct 2022
PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
Yacine Belal
A. Bellet
Sonia Ben Mokhtar
Vlad Nitu
200
16
0
09 Aug 2022
Reducing Training Time in Cross-Silo Federated Learning using Multigraph Topology
IEEE International Conference on Computer Vision (ICCV), 2022
Tuong Khanh Long Do
Binh X. Nguyen
Vuong Pham
Toan V. Tran
Erman Tjiputra
Quang-Dieu Tran
A. Nguyen
FedML
AI4CE
543
4
0
20 Jul 2022
Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching
IEEE Transactions on Big Data (TBD), 2022
Zexi Li
Jiaxun Lu
Shuang Luo
Didi Zhu
Yunfeng Shao
Yinchuan Li
Zhimeng Zhang
Yongheng Wang
Chao-Xiang Wu
FedML
238
51
0
23 Mar 2022
Decentralized Federated Learning through Proxy Model Sharing
Nature Communications (Nat Commun), 2021
Shivam Kalra
Junfeng Wen
Jesse C. Cresswell
Anthony L. Caterini
Hamid R. Tizhoosh
FedML
338
165
0
22 Nov 2021
DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology
Italian National Conference on Sensors (INS), 2021
Zhikun Chen
Daofeng Li
Jinkang Zhu
Sihai Zhang
FedML
247
16
0
10 Nov 2021
Deep Federated Learning for Autonomous Driving
A. Nguyen
Tuong Khanh Long Do
Minh-Ngoc Tran
Binh X. Nguyen
C. Duong
T. Phan
Erman Tjiputra
Quang-Dieu Tran
FedML
292
137
0
12 Oct 2021
Federated Learning on Non-IID Data: A Survey
Hangyu Zhu
Jinjin Xu
Shiqing Liu
Yaochu Jin
OOD
FedML
576
1,195
0
12 Jun 2021
FedBoosting: Federated Learning with Gradient Protected Boosting for Text Recognition
Neurocomputing (Neurocomputing), 2020
Hanchi Ren
Jingjing Deng
Xianghua Xie
Xiaoke Ma
Yi-Cheng Wang
FedML
411
15
0
14 Jul 2020
1
Page 1 of 1
