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SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 卷号: 19, 期号: 1, 页码: 657-670
作者:  Feng, Libo;  Guo, Junwei;  Fang, Fake;  He, Zhenli;  Yu, Yimin;  Yao, Shaowen;  Peng, Xiaohui
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Training  Federated learning  Privacy  Computational modeling  Differential privacy  Data models  Convergence  Protection  Consensus protocol  Servers  Blockchain  edge-end-cloud devices  federated learning  committee consensus  differential privacy  
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134
作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu
收藏  |  浏览/下载：19/0  |  提交时间：2025/12/03
Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices  
ETBench: Characterizing Hybrid Vision Transformer Workloads Across Edge Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 6, 页码: 1857-1871
作者:  Zhou, Yingkun;  Tian, Zhengshuyuan;  Yang, Wenhao;  Zhang, Tingting;  Ye, Jinpeng;  Han, Chenji;  Liu, Tianyi;  Zhang, Fuxin
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Benchmark  deep learning  edge devices  vision transformer  hybrid model  Benchmark  deep learning  edge devices  vision transformer  hybrid model  
A Binarized Segmented ResNet Based on Edge Computing for Re-Identification 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 23, 页码: 19
作者:  Chen, Yanming;  Yang, Tianbo;  Li, Chao;  Zhang, Yiwen
收藏  |  浏览/下载：99/0  |  提交时间：2021/12/01
binary neural network  cloud computing  edge computing  person Re-Identification  end devices