中国科学院计算技术研究所机构知识库

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	RTIFed: A Reputation based Triple-step Incentive mechanism for energy-aware Federated learning over battery-constricted devices 期刊论文 COMPUTER NETWORKS, 2024, 卷号: 241, 页码: 14 作者:  Wen, Tian;  Zhang, Hanqing;  Zhang, Han;  Wu, Huixin;  Wang, Danxin;  Liu, Xiuwen;  Zhang, Weishan;  Wang, Yuwei;  Cao, Shaohua 收藏  |  浏览/下载：4/0  |  提交时间：2024/05/20 Federated learning  Incentive mechanism  Energy efficiency  Client activation  Stackelberg game
	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
	CLC: A Consensus-based Label Correction Approach in Federated Learning 期刊论文 ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 5, 页码: 23 作者:  Zeng, Bixiao;  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Zhang, Yingwei 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Federated learning  data evaluation  consensus mechanism
	DHSA: efficient doubly homomorphic secure aggregation for cross-silo federated learning 期刊论文 JOURNAL OF SUPERCOMPUTING, 2022, 页码: 31 作者:  Liu, Zizhen;  Chen, Si;  Ye, Jing;  Fan, Junfeng;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：19/0  |  提交时间：2022/12/07 Federated learning  Security  Efficient  Homomorphic
	Customized Federated Learning for accelerated edge computing with heterogeneous task targets 期刊论文 COMPUTER NETWORKS, 2020, 卷号: 183, 页码: 13 作者:  Jiang, Hui;  Liu, Min;  Yang, Bo;  Liu, Qingxiang;  Li, Jizhong;  Guo, Xiaobing 收藏  |  浏览/下载：27/0  |  提交时间：2021/12/01 Edge computing  Federated Learning  Convergence performance
	无权访问的条目 学位论文 作者:  刘祥涛 Adobe PDF(3059Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2012/02/20