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epsilon-k anonymization and adversarial training of graph neural networks for privacy preservation in social networks 期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2021, 卷号: 50, 页码: 17
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhang, Xingwei;  Zeng, Daniel Dajun
Adobe PDF(2484Kb)  |  收藏  |  浏览/下载：312/105  |  提交时间：2021/12/28
Privacy preservation  Anonymization  Graph neural networks  Social network  
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2891-2904
作者:  Zhang, Xinbang;  Huang, Zehao;  Wang, Naiyan;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：329/67  |  提交时间：2021/11/02
Computer architecture  Optimization  Learning (artificial intelligence)  Task analysis  Acceleration  Evolutionary computation  Convolution  Neural architecture search(NAS)  convolution neural network  sparse optimization  
Data-Driven Multi-Energy Investment and Management Under Earthquakes 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6939-6950
作者:  Zhao, Pengfei;  Gu, Chenghong;  Cao, Zhidong;  Shen, Yichen;  Teng, Fei;  Chen, Xinlei;  Wu, Chenye;  Huo, Da;  Xu, Xu;  Li, Shuangqi
收藏  |  浏览/下载：237/0  |  提交时间：2021/11/02
Economics  Power transmission lines  Uncertainty  Systems operation  Pipelines  Reliability engineering  Transmission line measurements  Distributionally robust optimization (DRO)  emergency response  integrated electricity and gas system  reliability  
Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
作者:  Tian-Fang Zhao;  Wei-Neng Chen;  Xin-Xin Ma;  Xiao-Kun Wu
Adobe PDF(1283Kb)  |  收藏  |  浏览/下载：173/51  |  提交时间：2021/07/20
Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：195/58  |  提交时间：2021/06/11
Convex optimization  differentiable optimization  machine learning  
Decomposed Meta Batch Normalization for Fast Domain Adaptation in Face Recognition 期刊论文
IEEE Transactions on Information Forensics and Security, 2021, 卷号: 16, 期号: -, 页码: 3082-3095
作者:  Guo JZ(郭建珠);  Zhu XY(朱翔昱);  Lei Z(雷震);  Li ZQ(李子青)
Adobe PDF(4808Kb)  |  收藏  |  浏览/下载：240/57  |  提交时间：2021/05/31
Face recognition  unsupervised domain adaptation  meta-learning  batch normalization  
Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者:  Wen-Jing Hong;  Peng Yang;  Ke Tang
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：168/48  |  提交时间：2021/04/22
Large-scale multi-objective optimization  high-dimensional search space  evolutionary computation  evolutionary algorithms  scalability  
An Effective Cloud Workflow Scheduling Approach Combining PSO and Idle Time Slot-Aware Rules 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1079-1094
作者:  Yun Wang;  Xingquan Zuo
Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：214/58  |  提交时间：2021/04/09
Cloud computing  idle time slot  particle swarm optimization  task scheduling sequence  workflow scheduling  
Resource Allocation Based on User Pairing and Subcarrier Matching for Downlink Non-Orthogonal Multiple Access Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 679-689
作者:  Zhixin Liu;  Changjian Liang;  Yazhou Yuan;  Kit Yan Chan;  Xinping Guan
Adobe PDF(1841Kb)  |  收藏  |  浏览/下载：180/55  |  提交时间：2021/04/09
Non-orthogonal multiple access (NOMA)  power control  rate maximization  subcarrier matching  user pairing  
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
Adobe PDF(5091Kb)  |  收藏  |  浏览/下载：212/66  |  提交时间：2021/04/09
Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)