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FedCache: A Knowledge Cache-Driven Federated Learning Architecture for Personalized Edge Intelligence 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 10, 页码: 9368-9382
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Xu, Ke;  Wang, Wen;  Jiang, Xuefeng;  Gao, Bo;  Lu, Jinda
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computer architecture  Training  Servers  Computational modeling  Data models  Adaptation models  Performance evaluation  Distributed architecture  edge computing  personalized federated learning  knowledge distillation  communication efficiency  
FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 952-966
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Jiang, Xuefeng;  Gao, Bo
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Computational modeling  Data models  Training  Servers  Multitasking  Adaptation models  Optimization  Distributed optimization  federated learning  knowledge distillation  multi-access edge computing  multi-task learning  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
Revealing influencing factors on global waste distribution via deep-learning based dumpsite detection from satellite imagery 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 13
作者:  Sun, Xian;  Yin, Dongshuo;  Qin, Fei;  Yu, Hongfeng;  Lu, Wanxuan;  Yao, Fanglong;  He, Qibin;  Huang, Xingliang;  Yan, Zhiyuan;  Wang, Peijin;  Deng, Chubo;  Liu, Nayu;  Yang, Yiran;  Liang, Wei;  Wang, Ruiping;  Wang, Cheng;  Yokoya, Naoto;  Haensch, Ronny;  Fu, Kun
收藏  |  浏览/下载:28/0  |  提交时间:2023/12/04
VCSNet: V-fused color saliency net 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 页码: 12
作者:  Xu, Binjing;  Wu, Qiong;  Qin, Hong;  Liu, Zhiyuan;  Shi, Lin;  Li, Shuang
收藏  |  浏览/下载:35/0  |  提交时间:2022/12/07
color attention  deep learning  eye movement  saliency detection  
语言计算的重要国际前沿 期刊论文
中文信息学报, 2014, 卷号: 28.0, 期号: 1.0, 页码: 1
作者:  孙茂松;  刘挺;  姬东鸿;  穗志方;  赵军;  张钹;  吾守尔斯拉木;  俞士汶;  朱军;  李建民;  刘洋;  王厚峰;  吐尔根依布拉音;  刘群;  刘知远
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
语言计算  研究前沿  评述  中文信息处理