Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.07450
Cited By
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring
IEEE Transactions on Mobile Computing (IEEE TMC), 2020
14 December 2020
Qiong Wu
Xu Chen
Zhi Zhou
Junshan Zhang
FedML
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring"
50 / 61 papers shown
FedDAF: Federated Domain Adaptation Using Model Functional Distance
Mrinmay Sen
Ankita Das
Sidhant R Nair
C Krishna Mohan
273
0
0
15 Sep 2025
Optimal Batch-Size Control for Low-Latency Federated Learning with Device Heterogeneity
Huiling Yang
Zhanwei Wang
Kaibin Huang
306
3
0
21 Jul 2025
Federated Learning for Cyber Physical Systems: A Comprehensive Survey
Minh K. Quan
P. Pathirana
M. Wijayasundara
S. Setunge
Dinh C. Nguyen
Christopher G. Brinton
David J. Love
H. Vincent Poor
AI4CE
338
32
0
08 May 2025
FedSub: Introducing Class-aware Subnetworks Fusion to Enhance Personalized Federated Learning
M. Campana
Franca Delmastro
304
0
0
13 Nov 2024
Green Federated Learning: A new era of Green Aware AI
ACM Computing Surveys (ACM CSUR), 2024
Dipanwita Thakur
Antonella Guzzo
Giancarlo Fortino
Francesco Piccialli
AI4CE
547
49
0
19 Sep 2024
Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning & Analytics
ACM Interational Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2024
Jiaxiang Geng
Beilong Tang
Boyan Zhang
Jiaqi Shao
B. Luo
FedML
253
4
0
31 Aug 2024
FedGlu: A personalized federated learning-based glucose forecasting algorithm for improved performance in glycemic excursion regions
Darpit Dave
Kathan Vyas
Jagadish K. Jayagopal
Alfredo Garcia
M. Erraguntla
Mark Lawley
FedML
352
4
0
25 Aug 2024
The Key of Parameter Skew in Federated Learning
Sifan Wang
Junfeng Liao
Ye Yuan
Riquan Zhang
FedML
375
0
0
21 Aug 2024
Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning
Fengling Lv
Xinyi Shang
Yang Zhou
Yiqun Zhang
Mengke Li
Yang Lu
FedML
333
1
0
04 Aug 2024
Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction
Shuai Zhong
Zengtong Tang
Di Wu
384
0
0
29 Jul 2024
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness
Shengkun Zhu
Jinshan Zeng
Sheng Wang
Yuan Sun
Xiaodong Li
Xingtai Lv
Zhiyong Peng
289
3
0
23 Jul 2024
An Experimental Study of Different Aggregation Schemes in Semi-Asynchronous Federated Learning
Yunbo Li
Jiaping Gui
Yue Wu
FedML
220
1
0
25 May 2024
Enhancing Critical Infrastructure Cybersecurity: Collaborative DNN Synthesis in the Cloud Continuum
Lav Gupta
Guoxing Yao
269
0
0
23 May 2024
Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems
Future generations computer systems (FGCS), 2024
Amin Aminifar
Matin Shokri
Amir Aminifar
FedML
251
65
0
09 May 2024
TrimCaching: Parameter-sharing AI Model Caching in Wireless Edge Networks
Guanqiao Qu
Zhengyi Lin
Fangming Liu
Xianhao Chen
Kaibin Huang
376
30
0
07 May 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
Wei-Bin Kou
Qingfeng Lin
Ming Tang
Sheng Xu
Rongguang Ye
...
Shuai Wang
Guofa Li
Zhenyu Chen
Guangxu Zhu
Yik-Chung Wu
FedML
486
20
0
07 May 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey
Feng Liang
Zhen Zhang
Haifeng Lu
Victor C. M. Leung
Yanyi Guo
Xiping Hu
GNN
383
27
0
09 Apr 2024
An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Jianqing Zhang
Yang Liu
Yang Hua
Jian Cao
295
28
0
23 Mar 2024
A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications
Wei Guo
Fuzhen Zhuang
Qi. Wang
Yiqi Tong
Jin Dong
FedML
361
59
0
03 Mar 2024
SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms
Dian Chen
Paul Yang
Ing-Ray Chen
D. Ha
Jin-Hee Cho
269
8
0
15 Feb 2024
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection
Liangqi Yuan
Dong-Jun Han
Su Wang
Devesh Upadhyay
Christopher G. Brinton
277
22
0
30 Jan 2024
FedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality
IEEE transactions on computers (IEEE Trans. Comput.), 2024
Biwei Yan
Hongliang Zhang
Minghui Xu
Dongxiao Yu
Xiuzhen Cheng
340
21
0
15 Jan 2024
Federated learning-outcome prediction with multi-layer privacy protection
Yupei Zhang
Yuxin Li
Yifei Wang
Shuangshuang Wei
Yunan Xu
Xuequn Shang
308
16
0
25 Dec 2023
FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning
Lingzhi Gao
Zexi Li
Yang Lu
Chao Wu
332
9
0
30 Nov 2023
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning
ICCD (ICCD), 2023
Sofiane Bouaziz
Hadjer Benmeziane
Youcef Imine
Leila Hamdad
Smail Niar
Hamza Ouarnoughi
269
12
0
12 Nov 2023
Personalized Federated Learning via ADMM with Moreau Envelope
Shengkun Zhu
Jinshan Zeng
Sheng Wang
Yuan Sun
Zhiyong Peng
256
0
0
12 Nov 2023
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications
Computer Communications (Comput. Commun.), 2023
Azim Akhtarshenas
Mohammad Ali Vahedifar
Navid Ayoobi
B. Maham
Tohid Alizadeh
Sina Ebrahimi
David López-Pérez
FedML
306
30
0
08 Oct 2023
Recent Methodological Advances in Federated Learning for Healthcare
Fan Zhang
Daniel Kreuter
Yichen Chen
Sören Dittmer
Samuel Tull
...
James H. F. Rudd
J. A. Aston
Carola-Bibiane Schönlieb
Nicholas S. Gleadall
Michael Roberts
FedML
OOD
274
25
0
04 Oct 2023
Heterogeneous Federated Learning via Personalized Generative Networks
Zahra Taghiyarrenani
Abdallah S. Abdallah
Sławomir Nowaczyk
Sepideh Pashami
FedML
309
0
0
25 Aug 2023
PFL-GAN: When Client Heterogeneity Meets Generative Models in Personalized Federated Learning
Achintha Wijesinghe
Songyang Zhang
Zhi Ding
232
3
0
23 Aug 2023
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Do-Yup Kim
Dami Lee
Ji-Wan Kim
Hyun-Suk Lee
220
20
0
02 Jul 2023
FedBone: Towards Large-Scale Federated Multi-Task Learning
Journal of Computational Science and Technology (JCST), 2023
Yiqiang Chen
Teng Zhang
Xinlong Jiang
Qian Chen
Chenlong Gao
Wuliang Huang
FedML
AI4CE
337
26
0
30 Jun 2023
Exploring the Landscape of Ubiquitous In-home Health Monitoring: A Comprehensive Survey
Farhad Pourpanah
Ali Etemad
349
12
0
22 Jun 2023
Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data
IEEE Transactions on Mobile Computing (IEEE TMC), 2023
Tailin Zhou
Zehong Lin
Jinchao Zhang
Danny H. K. Tsang
MoMe
FedML
449
26
0
13 May 2023
Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks
IEEE Transactions on Mobile Computing (IEEE TMC), 2023
Zhengyi Lin
Guangyu Zhu
Yiqin Deng
Xianhao Chen
Yue Gao
Kaibin Huang
Yuguang Fang
466
201
0
26 Mar 2023
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning
Shih-Fang Chang
Benny Wei-Yun Hsu
Tien-Yu Chang
Vincent S. Tseng
176
4
0
27 Feb 2023
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks
The Web Conference (WWW), 2023
Chung-ju Huang
Leye Wang
Xiao Han
FedML
331
36
0
11 Feb 2023
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
T. Shaik
Xiaohui Tao
Niall Higgins
Lin Li
R. Gururajan
Xujuan Zhou
U. Acharya
284
335
0
19 Jan 2023
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023
Qiong Wu
Xu Chen
Ouyang Tao
Zhi Zhou
Xiaoxi Zhang
Shusen Yang
Junshan Zhang
238
77
0
16 Jan 2023
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Liangqi Yuan
Lu Su
Ziran Wang
238
31
0
12 Jan 2023
On the Design of Communication-Efficient Federated Learning for Health Monitoring
Global Communications Conference (GLOBECOM), 2022
D. Chu
Wael Jaafar
H. Yanikomeroglu
FedML
189
15
0
30 Nov 2022
Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges
Madhura Joshi
Ankit Pal
Malaikannan Sankarasubbu
OOD
AI4CE
FedML
450
158
0
15 Nov 2022
Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems
Chong Chen
Ying Gao
Leyu Shi
Siquan Huang
AAML
272
3
0
03 Nov 2022
A Survey on Heterogeneous Federated Learning
Dashan Gao
Xin Yao
Qian Yang
FedML
346
84
0
10 Oct 2022
Heterogeneous Federated Learning on a Graph
Huiyuan Wang
Xuyang Zhao
Weijie Lin
FedML
348
4
0
19 Sep 2022
Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions
IEEE Internet of Things Journal (IEEE IoT J.), 2022
A. Rauniyar
D. Hagos
Debesh Jha
J. E. Haakegaard
Ulas Bagci
D. Rawat
Vladimir Vlassov
OOD
433
206
0
05 Aug 2022
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Qiong Wu
Yu Zhao
Nan Cheng
Pingyi Fan
Jiangzhou Wang
Cui Zhang
250
171
0
02 Aug 2022
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective
IEEE Transactions on Mobile Computing (IEEE TMC), 2022
Guangjing Huang
Xu Chen
Ouyang Tao
Qian Ma
Lin Chen
Junshan Zhang
FedML
213
34
0
25 Jul 2022
Advancing Blockchain-based Federated Learning through Verifiable Off-chain Computations
International Congress on Blockchain and Applications (ICBA), 2022
Jonathan Heiss
Elias Grunewald
Nikolas Haimerl
Stefan Schulte
Stefan Tai
FedML
165
40
0
23 Jun 2022
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification
IEEE Network (IEEE Netw.), 2022
Shuai Wang
Chengyang Li
Derrick Wing Kwan Ng
Yonina C. Eldar
H. Vincent Poor
Qi Hao
Chengzhong Xu
FedML
323
74
0
03 Jun 2022
1
2
Next
Page 1 of 2
