| index | Title |
| 1 | Training 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:4932 Download:10240 Cited:0 <Full Text> <PPT> 1382 Frontiers of Information Technology & Electronic Engineering 2022 Vol.23 No.8 P.1247-1263 DOI:10.1631/FITEE.2100538 |
| 2 | Federated 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:4826 Download:10816 Cited:0 <Full Text> <PPT> 1111 Frontiers of Information Technology & Electronic Engineering 2023 Vol.24 No.8 P.1181-1193 DOI:10.1631/FITEE.2200268 |
| 3 | Federated learning on non-IID and long-tailed data via dual-decoupling Author(s):Zhaohui WANG, Hongjiao LI, Jinguo LI, Renhao HU, Baojin WANG Clicked:4399 Download:3800 Cited:0 <Full Text> <PPT> 992 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.728-741 DOI:10.1631/FITEE.2300284 |
| 4 | A 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:5379 Download:4372 Cited:0 <Full Text> <PPT> 1022 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.645-663 DOI:10.1631/FITEE.2300181 |
| 5 | Federated 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:3778 Download:6142 Cited:0 <Full Text> <PPT> 1385 Frontiers of Information Technology & Electronic Engineering 2023 Vol.24 No.10 P.1390-1402 DOI:10.1631/FITEE.2300098 |
| 6 | Communication 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:5136 Download:4477 Cited:0 <Full Text> <PPT> 882 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.713-727 DOI:10.1631/FITEE.2300122 |
| 7 | Fairness-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:4045 Download:6961 Cited:0 <Full Text> <PPT> 1009 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.1 P.42-61 DOI:10.1631/FITEE.2400279 |
| 8 | Optimal 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:3569 Download:5091 Cited:0 <Full Text> <PPT> 1018 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.6 P.791-808 DOI:10.1631/FITEE.2400025 |
| 9 | Federated 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:3030 Download:5576 Cited:0 <Full Text> <PPT> 866 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.5 P.805-815 DOI:10.1631/FITEE.2400448 |
| 10 | FedMcon: 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:3096 Download:3766 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.8 P.1378-1393 DOI:10.1631/FITEE.2400530 |
| 11 | Federated model with contrastive learning and adaptive control variates for human activity recognition Author(s):Ignatius IWAN, Bernardo Nugroho YAHYA, Seok-Lyong LEE Clicked:1550 Download:1960 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.6 P.896-911 DOI:10.1631/FITEE.2400797 |
| 12 | FedSTGCN: 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:2434 Download:3027 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.7 P.1164-1179 DOI:10.1631/FITEE.2400932 |
| 13 | Prototypical clustered federated learning for heart rate prediction Author(s):Yongjie YIN, Hui RUAN, Yang CHEN, Jiong CHEN, Ziyue LI, Xiang SU, Yipeng ZHOU, Qingyuan GONG Clicked:1485 Download:2127 Cited:0 <Full Text> <PPT> 272 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.10 P.1896-1912 DOI:10.1631/FITEE.2500062 |
