中国科学院计算技术研究所机构知识库

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发表日期：2023

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	How to Tame Mobility in Federated Learning Over Mobile Networks? 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 12, 页码: 9640-9657 作者:  Peng, Yan;  Tang, Xiaogang;  Zhou, Yiqing;  Hou, Yuenan;  Li, Jintao;  Qi, Yanli;  Liu, Ling;  Lin, Hai 收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20 Federated learning  user mobility  resource allocation  convergence analysis
	Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15 作者:  Zeng, Bixiao;  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Hu, Chunyu;  Zhang, Yingwei 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 Noise measurement  Servers  Task analysis  Adaptation models  Data models  Data integrity  Computers  Data quality assessment  federated learning (FL)  noise-robust algorithm
	MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12 作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning
	Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531 作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection