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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：31/0  |  提交时间：2021/12/01
Edge computing  Federated Learning  Convergence performance  
Knowledge-guided unsupervised rhetorical parsing for text summarization 期刊论文
INFORMATION SYSTEMS, 2020, 卷号: 94, 页码: 12
作者:  Hou, Shengluan;  Lu, Ruqian
收藏  |  浏览/下载：341/0  |  提交时间：2020/12/10
Automatic text summarization  Rhetorical structure theory  Domain knowledge base  Attentional encoder-decoder  Natural language processing  
Exploiting bi-directional global transition patterns and personal preferences for missing POI category identification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 75-83
作者:  Xi, Dongbo;  Zhuang, Fuzhen;  Liu, Yanchi;  Zhu, Hengshu;  Zhao, Pengpeng;  Tan, Chang;  He, Qing
收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01
Global transition patterns  Personal preferences  Missing POI category identification  
A Two-Stage Triplet Network Training Framework for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3128-3138
作者:  Min, Weiqing;  Mei, Shuhuan;  Li, Zhuo;  Jiang, Shuqiang
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Image retrieval  Feature extraction  Convolution  Training  Image representation  Task analysis  Measurement  
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4707-4720
作者:  Cai, Yi;  Lin, Yujun;  Xia, Lixue;  Chen, Xiaoming;  Han, Song;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：42/0  |  提交时间：2021/12/01
Gradient sparsification  lifetime  neural networks  training-in-memory  wear-leveling  
Shortest Uplink Scheduling for NOMA-Based Industrial Wireless Networks 期刊论文
IEEE SYSTEMS JOURNAL, 2020, 卷号: 14, 期号: 4, 页码: 5384-5395
作者:  Xu, Chaonong;  Wu, Mianze;  Xu, Yida;  Xu, Yongjun
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Job shop scheduling  Silicon carbide  Decoding  Uplink  Interference  NOMA  Wireless communication  Nonorthogonal multiple access (NOMA)  successive interference cancellation  uplink  schedule  media access  
A Guaranteed Secure Scan Design Based on Test Data Obfuscation by Cryptographic Hash 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4524-4536
作者:  Cui, Aijiao;  Li, Mengyang;  Qu, Gang;  Li, Huawei
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Ciphers  Encryption  Integrated circuits  Side-channel attacks  Testing  Cryptographic hash function  obfuscation logic  scan design  scan-based side-channel attack  
A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文
COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194
作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen;  Shi, Weisong
收藏  |  浏览/下载：342/0  |  提交时间：2020/12/10
Edge device  Deep learning  Neural network compression  Knowledge transfer  
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:  Cai, Yi;  Chen, Xiaoming;  Tian, Lu;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：325/0  |  提交时间：2020/12/10
Artificial neural networks  Nonvolatile memory  Encryption  Computational modeling  Hardware  Non-volatile memory (NVM)  compute-in-memory (CIM)  neural network  security  encryption  
Distributed machine learning load balancing strategy in cloud computing services 期刊论文
WIRELESS NETWORKS, 2020, 卷号: 26, 期号: 8, 页码: 5517-5533
作者:  Li, Mingwei;  Zhang, Jilin;  Wan, Jian;  Ren, Yongjian;  Zhou, Li;  Wu, Baofu;  Yang, Rui;  Wang, Jue
收藏  |  浏览/下载：291/0  |  提交时间：2020/12/10
Mobile service computing  Cloud service  Distributed machine learning  Load balancing  Adaptive fast reassignment