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13 results found in all.
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1Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation
Author(s):Peixi LIU, Jiamo JIANG, Guangxu ZHU, Lei CHENG, Wei JIANG, Wu LUO, Ying DU, Zhiqin WANG  Clicked:4058  Download:7418  Cited:0  <Full Text>  <PPT> 869
Frontiers of Information Technology & Electronic Engineering  2022 Vol.23 No.8 P.1247-1263  DOI:10.1631/FITEE.2100538
2Federated unsupervised representation learning
Author(s):Fengda ZHANG, Kun KUANG, Long CHEN, Zhaoyang YOU, Tao SHEN, Jun XIAO, Yin ZHANG, Chao WU, Fei WU, Yueting ZHUANG, Xiaolin LI  Clicked:3525  Download:7905  Cited:0  <Full Text>  <PPT> 764
Frontiers of Information Technology & Electronic Engineering  2023 Vol.24 No.8 P.1181-1193  DOI:10.1631/FITEE.2200268
3Federated learning on non-IID and long-tailed data via dual-decoupling
Author(s):Zhaohui WANG, Hongjiao LI, Jinguo LI, Renhao HU, Baojin WANG  Clicked:3027  Download:2035  Cited:0  <Full Text>  <PPT> 605
Frontiers of Information Technology & Electronic Engineering  2024 Vol.25 No.5 P.728-741  DOI:10.1631/FITEE.2300284
4A survey of energy-efficient strategies for federated learning in mobile edge computing
Author(s):Kang YAN, Nina SHU, Tao WU, Chunsheng LIU, Panlong YANG  Clicked:3844  Download:2078  Cited:0  <Full Text>  <PPT> 576
Frontiers of Information Technology & Electronic Engineering  2024 Vol.25 No.5 P.645-663  DOI:10.1631/FITEE.2300181
5Federated mutual learning: a collaborative machine learning method for heterogeneous data, models, and objectives
Author(s):Tao SHEN, Jie ZHANG, Xinkang JIA, Fengda ZHANG, Zheqi LV, Kun KUANG, Chao WU, Fei WU  Clicked:2853  Download:4084  Cited:0  <Full Text>  <PPT> 975
Frontiers of Information Technology & Electronic Engineering  2023 Vol.24 No.10 P.1390-1402  DOI:10.1631/FITEE.2300098
6Communication efficiency optimization of federated learning for computing and network convergence of 6G networks
Author(s):Yizhuo CAI, Bo LEI, Qianying ZHAO, Jing PENG, Min WEI, Yushun ZHANG, Xing ZHANG  Clicked:3888  Download:2576  Cited:0  <Full Text>  <PPT> 513
Frontiers of Information Technology & Electronic Engineering  2024 Vol.25 No.5 P.713-727  DOI:10.1631/FITEE.2300122
7Fairness-guided federated training for generalization and personalization in cross-silo federated learning
Author(s):Ruipeng ZHANG, Ziqing FAN, Jiangchao YAO, Ya ZHANG, Yanfeng WANG  Clicked:2525  Download:3971  Cited:0  <Full Text>  <PPT> 574
Frontiers of Information Technology & Electronic Engineering  2025 Vol.26 No.1 P.42-61  DOI:10.1631/FITEE.2400279
8Optimal replication strategy for mitigating burst traffic in information-centric satellite networks: a focus on remote sensing image transmission
Author(s):Ziyang XING, Xiaoqiang DI, Hui QI, Jing CHEN, Jinhui CAO, Jinyao LIU, Xusheng LI, Zichu ZHANG, Yuchen ZHU, Lei CHEN, Kai HUANG, Xinghan HUO  Clicked:2295  Download:2275  Cited:0  <Full Text>  <PPT> 532
Frontiers of Information Technology & Electronic Engineering  2024 Vol.25 No.6 P.791-808  DOI:10.1631/FITEE.2400025
9Federated deep reinforcement learning based computation offloading in a low Earth orbit satellite edge computing system
Author(s):Min JIA, Jian WU, Xinyu WANG, Qing GUO  Clicked:1667  Download:2658  Cited:0  <Full Text>  <PPT> 433
Frontiers of Information Technology & Electronic Engineering  2025 Vol.26 No.5 P.805-815  DOI:10.1631/FITEE.2400448
10FedMcon: an adaptive aggregation method for federated learning via meta controller
Author(s):Tao SHEN, Zexi LI, Ziyu ZHAO, Didi ZHU, Zheqi LV, Kun KUANG, Shengyu ZHANG, Chao WU, Fei WU  Clicked:1104  Download:1403  Cited:0  <Full Text>
Frontiers of Information Technology & Electronic Engineering  2025 Vol.26 No.8 P.1378-1393  DOI:10.1631/FITEE.2400530
11Federated model with contrastive learning and adaptive control variates for human activity recognition
Author(s):Ignatius IWAN, Bernardo Nugroho YAHYA, Seok-Lyong LEE  Clicked:629  Download:529  Cited:0  <Full Text>
Frontiers of Information Technology & Electronic Engineering  2025 Vol.26 No.6 P.896-911  DOI:10.1631/FITEE.2400797
12FedSTGCN: a novel federated spatiotemporal graph learning-based network intrusion detection method for the Internet of Things
Author(s):Yalu WANG, Jie LI, Zhijie HAN, Pu CHENG, Roshan KUMAR  Clicked:1120  Download:912  Cited:0  <Full Text>
Frontiers of Information Technology & Electronic Engineering  2025 Vol.26 No.7 P.1164-1179  DOI:10.1631/FITEE.2400932
13Prototypical clustered federated learning for heart rate prediction
Author(s):Yongjie YIN1, Hui RUAN1, Yang CHEN1, Jiong CHEN2, Ziyue LI3, Xiang SU4,Yipeng ZHOU5, Qingyuan GONG6  Clicked:510  Download:624  Cited:0  <Full Text>
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