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Adversarial Information Bottleneck 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:  Zhai, Penglong;  Zhang, Shihua
收藏  |  浏览/下载：56/0  |  提交时间：2023/02/07
Robustness  Optimization  Mutual information  Deep learning  Perturbation methods  Training  Task analysis  Adversarial robustness  deep learning  hyperparameter selection  information bottleneck (IB)  
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Min, Wenwen;  Wan, Xiang;  Chang, Tsung-Hui;  Zhang, Shihua
收藏  |  浏览/下载：141/0  |  提交时间：2022/04/02
Gene expression  Biology  Biological system modeling  Principal component analysis  Mathematical model  Data models  Big Data  Absolute-valued graph regularization  graph regularization  sparse learning  structured sparse singular value decomposition (SVD)  
Brief Survey of Biological Network Alignment and a Variant with Incorporation of Functional Annotations 期刊论文
CURRENT BIOINFORMATICS, 2019, 卷号: 14, 期号: 1, 页码: 4-10
作者:  Jing, Fang;  Zhang, Shao-Wu;  Zhang, Shihua
收藏  |  浏览/下载：183/0  |  提交时间：2019/04/02
Biological network  network alignment  gene ontology  alignment graph  optimization  
Local community extraction in directed networks 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2016, 卷号: 452, 页码: 258-265
作者:  Ning, Xuemei;  Liu, Zhaoqi;  Zhang, Shihua
收藏  |  浏览/下载：137/0  |  提交时间：2018/07/30
Complex network  Community structure  Clustering  Optimization  
Identification of mutated core cancer modules by integrating somatic mutation, copy number variation, and gene expression data 期刊论文
BMC Systems Biology, 2013, 卷号: 7, 期号: Suppl 2
作者:  Zhang,Junhua;  Zhang,Shihua;  Wang,Yong;  Zhang,Xiang-Sun
收藏  |  浏览/下载：147/0  |  提交时间：2018/07/30
Revealing divergent evolution, identifying circular permutations and detecting active-sites by protein structure comparison 期刊论文
BMC STRUCTURAL BIOLOGY, 2006, 卷号: 6, 页码: 14
作者:  Chen, Luonan;  Wu, Ling-Yun;  Wang, Yong;  Zhang, Shihua;  Zhang, Xiang-Sun
收藏  |  浏览/下载：129/0  |  提交时间：2018/07/30