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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：55/0  |  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)  
DeepDigest: Prediction of Protein Proteolytic Digestion with Deep Learning 期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 15, 页码: 6094-6103
作者:  Yang, Jinghan;  Gao, Zhiqiang;  Ren, Xiuhan;  Sheng, Jie;  Xu, Ping;  Chang, Cheng;  Fu, Yan
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
作者:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：232/0  |  提交时间：2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Analysis of Topological Structure in Transiently Chaotic Neural Networks 期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2018, 卷号: 34, 期号: 3, 页码: 610-621
作者:  Gao, Yang;  Zheng, Zuo-huan
收藏  |  浏览/下载：198/0  |  提交时间：2018/09/08
transiently chaotic neural networks  Li-Yorke chaos  no division  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：250/0  |  提交时间：2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Integrative Analysis of Transcription Factor Combinatorial Interactions Using a Bayesian Tensor Factorization Approach 期刊论文
FRONTIERS IN GENETICS, 2017, 卷号: 8, 页码: 12
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：152/0  |  提交时间：2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks  
Approximation algorithms for pricing with negative network externalities 期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2017, 卷号: 33, 期号: 2, 页码: 681-712
作者:  Cao, Zhigang;  Chen, Xujin;  Hu, Xiaodong;  Wang, Changjun
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
Pricing  Approximation algorithms  NP-hardness  Social networks  Random networks  Negative externalities  
Quantitative function and algorithm for community detection in bipartite networks 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 367, 页码: 874-889
作者:  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Shihua;  Zhang, Xiang-Sun
收藏  |  浏览/下载：168/0  |  提交时间：2018/07/30
Bipartite network  Community  Quantitative function  Integer programming  Label propagation algorithm  
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：135/0  |  提交时间：2018/07/30
Complex network  Community structure  Clustering  Optimization  
Corbi: a new R package for biological network alignment and querying 期刊论文
BMC Systems Biology, 2013, 卷号: 7, 期号: Suppl 2
作者:  Huang,Qiang;  Wu,Ling-Yun;  Zhang,Xiang-Sun
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30