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Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载：74/0  |  提交时间：2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
作者:  Bai, Yanan;  Liu, Quanliang;  Wu, Wenyuan;  Feng, Yong
收藏  |  浏览/下载：59/0  |  提交时间：2022/08/22
privacy-preserving  convolutional neural network  homomorphic encryption  GPU computation  deep learning  cloud computing  
Stability and stabilization of a class of switched stochastic systems with saturation control 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 12, 页码: 13
作者:  Guo, Yingxin;  Ge, Shuzhi Sam;  Fu, Jianting;  Xu, Chao
收藏  |  浏览/下载：255/0  |  提交时间：2021/12/28
switched stochastic systems  matric theory  Gronwall inequality  stability  
Hyper-parameter-evolutionary latent factor analysis for high-dimensional and sparse data from recommender systems 期刊论文
NEUROCOMPUTING, 2021, 卷号: 421, 页码: 316-328
作者:  Chen, Jiufang;  Yuan, Ye;  Ruan, Tao;  Chen, Jia;  Luo, Xin
收藏  |  浏览/下载：73/0  |  提交时间：2021/02/24
Big Data  Intelligent Computation  Latent Factor Analysis  Evolutionary Computing  Learning Algorithm  High-dimensional and Sparse Data  Parameter Free  
Brain-Inspired Active Learning Architecture for Procedural Knowledge Understanding Based on Human-Robot Interaction 期刊论文
COGNITIVE COMPUTATION, 2020, 页码: 13
作者:  Zhang, Tielin;  Zeng, Yi;  Pan, Ruihan;  Shi, Mengting;  Lu, Enmeng
收藏  |  浏览/下载：84/0  |  提交时间：2020/08/24
Brain-inspired architecture  Procedural knowledge  Deep neural network  Reinforcement learning  Knowledge graph  
Improved Symmetric and Nonnegative Matrix Factorization Models for Undirected, Sparse and Large-Scaled Networks: A Triple Factorization-Based Approach 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 5, 页码: 3006-3017
作者:  Song, Yan;  Li, Ming;  Luo, Xin;  Yang, Guisong;  Wang, Chongjing
收藏  |  浏览/下载：112/0  |  提交时间：2020/08/24
Computational modeling  Sparse matrices  Biological system modeling  Symmetric matrices  Matrix decomposition  Linear programming  Convergence  Big data  data analysis  latent factor  nonnegativity  sparse and large-scaled network  symmetry  triple-factorization  undirected  
seIMC: A GSW-Based Secure and Efficient Integer Matrix Computation Scheme With Implementation 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 98383-98394
作者:  Bai, Yanan;  Shi, Xiaoyu;  Wu, Wenyuan;  Chen, Jingwei;  Feng, Yong
收藏  |  浏览/下载：104/0  |  提交时间：2020/08/24
Encryption  Data privacy  Cloud computing  Lattices  Machine learning  Computational efficiency  Homomorphic encryption  matrix computation  machine learning  GSW encryption scheme  big data  privacy protection  
THE PSLQ ALGORITHM FOR EMPIRICAL DATA 期刊论文
MATHEMATICS OF COMPUTATION, 2019, 卷号: 88, 期号: 317, 页码: 1479-1501
作者:  Feng, Yong;  Chen, Jingwei;  Wu, Wenyuan
Adobe PDF(321Kb)  |  收藏  |  浏览/下载：247/0  |  提交时间：2019/03/01
Integer relation  PSLQ  empirical data  
Three-Stream Convolutional Neural Network with Squeeze-and-Excitation Block for Near-Infrared Facial Expression Recognition 期刊论文
ELECTRONICS, 2019, 卷号: 8, 期号: 4, 页码: 15
作者:  Chen, Ying;  Zhang, Zhihao;  Zhong, Lei;  Chen, Tong;  Chen, Juxiang;  Yu, Yeda
Adobe PDF(1523Kb)  |  收藏  |  浏览/下载：149/0  |  提交时间：2019/06/24
NIR facial expression recognition  SE block  3D CNN  adaptive feature weights calibration  
A multi-key SMC protocol and multi-key FHE based on some-are-errorless LWE 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 5, 页码: 1735-1744
作者:  Wang, Huiyong;  Feng, Yong;  Ding, Yong;  Tang, Shijie
Adobe PDF(545Kb)  |  收藏  |  浏览/下载：153/0  |  提交时间：2019/03/25
LWE  FHE  Key homomorphism  SMC