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Characterizing and Understanding Defense Methods for GNNs on GPUs 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:  Wu, Meng;  Yan, Mingyu;  Yang, Xiaocheng;  Li, Wenming;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:17/0  |  提交时间:2023/12/04
Kernel  Purification  Estimation  Graphics processing units  Perturbation methods  Electric breakdown  Training  Graph neural networks  defense  execution semantic  execution pattern  overhead  
Building Sparse Multiple-Kernel SVM Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2009, 卷号: 20, 期号: 5, 页码: 827-839
作者:  Hu, Mingqing;  Chen, Yidiang;  Kwok, James Tin-Yau
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/16
Gradient projection  kernel methods  multiple-kernel learning (MKL)  sparsity  support vector machine (SVM)  
Latent linkage semantic kernels for collective classification of link data 期刊论文
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2006, 卷号: 26, 期号: 3, 页码: 269-301
作者:  Tian, Yonghong;  Huang, Tiejun;  Gao, Wen
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/16
kernel methods  link regularity  latent linkage semantic kernel  kernel-based contextual dependency networks  block-based link analysis  collective classification