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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：27/0  |  提交时间：2021/12/01
Edge computing  Federated Learning  Convergence performance  
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:  Lan, Yazhu;  Nixon, Kent W.;  Guo, Qingli;  Zhang, Guohe;  Xu, Yuanchao;  Li, Hai;  Chen, Yiran
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Perturbation methods  Computational modeling  Data integrity  Detectors  Optimization  Field programmable gate arrays  Hardware  Adversarial attacks  confidence detection  deep neural networks (DNNs)  FPGA-based hardware architecture  sensor pattern noise (SPN)  
Security risk and response analysis of typical application architecture of information and communication blockchain 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 页码: 11
作者:  Zhao, Hongwei;  Zhang, Moli;  Wang, Shi;  Li, Entang;  Guo, Zhenhua;  Sun, Dianmin
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Information and communication blockchain  Network security risks  Homomorphic verifiable secret sharing  Risk response  
Compressed sensing improved iterative reconstruction-reprojection algorithm for electron tomography 期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 页码: 19
作者:  Li, Lun;  Han, Renmin;  Zhang, Zhaotian;  Guo, Tiande;  Liu, Zhiyong;  Zhang, Fa
收藏  |  浏览/下载：29/0  |  提交时间：2021/12/01
Electron tomography  Compressed sensing  Matching pursuit  Iterative reconstruction-reprojection  
AVNet: A retinal artery/vein classification network with category-attention weighted fusion 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 卷号: 195, 页码: 9
作者:  Kang, Hong;  Gao, Yingqi;  Guo, Song;  Xu, Xia;  Li, Tao;  Wang, Kai
收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10
Retinal images  Artery/vein classification  Deep learning  Graph model  
Relay node placement for building wireless sensor networks with reconfigurability provision 期刊论文
AD HOC NETWORKS, 2020, 卷号: 107, 页码: 23
作者:  Ma, Chaofan;  Li, Yan;  Yang, Bo;  Zhang, Yuying;  Guo, Furan
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
Wireless sensor networks  Relay node placement  Reconfigurability  Differential evolution algorithm  
Information retrieval: a view from the Chinese IR community 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2020, 卷号: 15, 期号: 1, 页码: 15
作者:  Chen, Zhumin;  Cheng, Xueqi;  Dong, Shoubin;  Dou, Zhicheng;  Guo, Jiafeng;  Huang, Xuanjing;  Lan, Yanyan;  Li, Chenliang;  Li, Ru;  Liu, Tie-Yan;  Liu, Yiqun;  Ma, Jun;  Qin, Bing;  Wang, Mingwen;  Wen, Jirong;  Xu, Jun;  Zhang, Min;  Zhang, Peng;  Zhang, Qi
收藏  |  浏览/下载：60/0  |  提交时间：2020/12/10
information retrieval  redefinition  information  scope of retrieval  retrieval models  users  system architecture  evaluation  
ParaML: A Polyvalent Multicore Accelerator for Machine Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 9, 页码: 1764-1777
作者:  Zhou, Shengyuan;  Guo, Qi;  Du, Zidong;  Liu, Daofu;  Chen, Tianshi;  Li, Ling;  Liu, Shaoli;  Zhou, Jinhong;  Temam, Olivier;  Feng, Xiaobing;  Zhou, Xuehai;  Chen, Yunji
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Neural networks  Machine learning  Testing  Support vector machines  Linear regression  Computers  Computer architecture  Accelerator  machine learning (ML) techniques  multicore accelerator  
Graph-based neural networks for explainable image privacy inference 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 105, 页码: 12
作者:  Yang, Guang;  Cao, Juan;  Chen, Zhineng;  Guo, Junbo;  Li, Jintao
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Image privacy protection  Graph neural networks  Image classification  
INOR-An Intelligent noise reduction method to defend against adversarial audio examples 期刊论文
NEUROCOMPUTING, 2020, 卷号: 401, 页码: 160-172
作者:  Guo, Qingli;  Ye, Jing;  Chen, Yiran;  Hu, Yu;  Lan, Yazhu;  Zhang, Guohe;  Li, Xiaowei
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
Adversarial audio examples  Defense against adversarial audio examples  INOR