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数学与系统科学研... [137]

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限定条件	专题：数学与系统科学研究院第一署名单位第一作者单位通讯作者单位

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	Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification 期刊论文 PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 12 作者: Lin, Xixun; Zhou, Chuan; Wu, Jia; Yang, Hong; Wang, Haibo 收藏 \| 浏览/下载：17/0 \| 提交时间：2023/02/07 Gradient -based attacks Maximal gradient Graph neural networks Semi-supervised node classification
	Deep graph level anomaly detection with contrastive learning 期刊论文 SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1, 页码: 11 作者: Luo, Xuexiong; Wu, Jia; Yang, Jian; Xue, Shan; Peng, Hao 收藏 \| 浏览/下载：14/0 \| 提交时间：2023/02/07
	On the Asymptotic Convergence and Acceleration of Gradient Methods 期刊论文 JOURNAL OF SCIENTIFIC COMPUTING, 2022, 卷号: 90, 期号: 1, 页码: 29 作者: Huang, Yakui; Dai, Yu-Hong; Liu, Xin-Wei; Zhang, Hongchao 收藏 \| 浏览/下载：9/0 \| 提交时间：2022/04/02 Gradient methods Asymptotic convergence Spectral property Acceleration of gradient methods Barzilai-Borwein method Unconstrained optimization Quadratic optimization
	INVERSE SOURCE PROBLEMS FOR THE STOCHASTIC WAVE EQUATIONS: FAR-FIELD PATTERNS 期刊论文 SIAM JOURNAL ON APPLIED MATHEMATICS, 2022, 卷号: 82, 期号: 4, 页码: 1113-1134 作者: Li, Jianliang; Li, Peijun; Wang, Xu 收藏 \| 浏览/下载：4/0 \| 提交时间：2023/02/07 Key words inverse source problem stochastic wave equation Gaussian random field pseudodifferential operator far-field pattern uniqueness
	One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2921-2935 作者: Zhang, Miao; Li, Huiqi; Pan, Shirui; Chang, Xiaojun; Zhou, Chuan 收藏 \| 浏览/下载：91/0 \| 提交时间：2021/10/26 Computer architecture Training Optimization Neural networks Search methods Australia Germanium AutoML neural architecture search continual learning catastrophic forgetting novelty search
	Directed Graph Clustering Algorithms, Topology, and Weak Links 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 15 作者: Zhang, Xiao; Lian, Bosen; Lewis, Frank L.; Wan, Yan; Cheng, Daizhan 收藏 \| 浏览/下载：10/0 \| 提交时间：2022/04/02 Directed graphs Clustering algorithms Symmetric matrices Topology Kernel Network topology Linear programming Directed graph clustering nonspectral algorithm Rayleigh's quotient weighted kernel k-means
	Imaging of buried obstacles in a two-layered medium with phaseless far-field data 期刊论文 INVERSE PROBLEMS, 2021, 卷号: 37, 期号: 5, 页码: 26 作者: Li, Long; Yang, Jiansheng; Zhang, Bo; Zhang, Haiwen 收藏 \| 浏览/下载：41/0 \| 提交时间：2021/06/01 two-layered medium buried obstacle phaseless far-field data direct imaging method recursive Newton-type iteration algorithm
	Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者: Liu, Yixin; Li, Zhao; Pan, Shirui; Gong, Chen; Zhou, Chuan 收藏 \| 浏览/下载：4/0 \| 提交时间：2022/04/02 Anomaly detection Task analysis Graph neural networks Unsupervised learning Predictive models Pattern matching Training Anomaly detection attributed networks contrastive self-supervised learning graph neural networks (GNNs) unsupervised learning
	Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196 作者: Zhang, Chihao; Zhang, Shihua 收藏 \| 浏览/下载：99/0 \| 提交时间：2021/04/26 Matrix decomposition Bayes methods Data integration Inference algorithms Data models Data mining Gaussian distribution Bayesian methods matrix decomposition data integration variational Bayesian inference maximum a posterior
	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：8/0 \| 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)

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