| index | Title |
| 1 | Federated unsupervised representation learning Author(s):Fengda ZHANG, Kun KUANG, Long CHEN... Clicked:4795 Download:10786 Cited:0 <Full Text> <PPT> 1105 Frontiers of Information Technology & Electronic Engineering 2023 Vol.24 No.8 P.1181-1193 DOI:10.1631/FITEE.2200268 |
| 2 | Federated learning on non-IID and long-tailed data via dual-decoupling Author(s):Zhaohui WANG, Hongjiao LI, Jinguo ... Clicked:4334 Download:3766 Cited:0 <Full Text> <PPT> 987 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.728-741 DOI:10.1631/FITEE.2300284 |
| 3 | A survey of energy-efficient strategies for federated learning in mobile edge computing Author(s):Kang YAN, Nina SHU, Tao WU, Chunsh... Clicked:5344 Download:4331 Cited:0 <Full Text> <PPT> 1011 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.645-663 DOI:10.1631/FITEE.2300181 |
| 4 | Federated mutual learning: a collaborative machine learning method for heterogeneous data, models, and obje... Author(s):Tao SHEN, Jie ZHANG, Xinkang JIA, ... Clicked:3751 Download:6107 Cited:0 <Full Text> <PPT> 1377 Frontiers of Information Technology & Electronic Engineering 2023 Vol.24 No.10 P.1390-1402 DOI:10.1631/FITEE.2300098 |
| 5 | Communication efficiency optimization of federated learning for computing and network convergence of 6G net... Author(s):Yizhuo CAI, Bo LEI, Qianying ZHAO,... Clicked:5108 Download:4418 Cited:0 <Full Text> <PPT> 872 Frontiers of Information Technology & Electronic Engineering 2024 Vol.25 No.5 P.713-727 DOI:10.1631/FITEE.2300122 |
| 6 | Fairness-guided federated training for generalization and personalization in cross-silo federated learning Author(s):Ruipeng ZHANG, Ziqing FAN, Jiangch... Clicked:4008 Download:6847 Cited:0 <Full Text> <PPT> 998 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.1 P.42-61 DOI:10.1631/FITEE.2400279 |
| 7 | Federated deep reinforcement learning based computation offloading in a low Earth orbit satellite edge comp... Author(s):Min JIA, Jian WU, Xinyu WANG, Qing... Clicked:2999 Download:5478 Cited:0 <Full Text> <PPT> 856 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.5 P.805-815 DOI:10.1631/FITEE.2400448 |
| 8 | FedMcon: an adaptive aggregation method for federated learning via meta controller Author(s):Tao SHEN, Zexi LI, Ziyu ZHAO, Didi... Clicked:3050 Download:3705 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.8 P.1378-1393 DOI:10.1631/FITEE.2400530 |
| 9 | Federated model with contrastive learning and adaptive control variates for human activity recognition Author(s):Ignatius IWAN, Bernardo Nugroho YA... Clicked:1500 Download:1920 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.6 P.896-911 DOI:10.1631/FITEE.2400797 |
| 10 | FedSTGCN: a novel federated spatiotemporal graph learning-based network intrusion detection method for the ... Author(s):Yalu WANG, Jie LI, Zhijie HAN, Pu ... Clicked:2415 Download:2950 Cited:0 <Full Text> Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.7 P.1164-1179 DOI:10.1631/FITEE.2400932 |
| 11 | Prototypical clustered federated learning for heart rate prediction Author(s):Yongjie YIN, Hui RUAN, Yang CHEN, ... Clicked:1467 Download:2080 Cited:0 <Full Text> <PPT> 263 Frontiers of Information Technology & Electronic Engineering 2025 Vol.26 No.10 P.1896-1912 DOI:10.1631/FITEE.2500062 |