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科研机构
数学与系统科学研究... [14]
内容类型
期刊论文 [14]
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2023 [1]
2022 [8]
2021 [3]
2016 [1]
2011 [1]
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内容类型:期刊论文
专题:数学与系统科学研究院
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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
Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
作者:
Yu Lijia
;
Gao Xiao-Shan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
Deep neural network
global robustness measure
L-2,L-infinity
normalization
over-fitting
Rademacher complexity
smooth DNN
Networked Knowledge and Complex Networks: An Engineering View
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 8, 页码: 1366-1383
作者:
Lu, Jinhu
;
Wen, Guanghui
;
Lu, Ruqian
;
Wang, Yong
;
Zhang, Songmao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Complex network
knowledge graph
networked knowledge
neural network
An efficient Lorentz equivariant graph neural network for jet tagging
期刊论文
Journal of High Energy Physics, 2022, 卷号: 2022, 期号: 7
作者:
Gong,Shiqi
;
Meng,Qi
;
Zhang,Jue
;
Qu,Huilin
;
Li,Congqiao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/10/08
Jets and Jet Substructure
Top Quark
Constructing the Basis Path Set by Eliminating the Path Dependency
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 19
作者:
Zhu Juanping
;
Meng Qi
;
Chen Wei
;
Wang Yue
;
Ma Zhiming
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
Basis path
neural network
path dependency
path subdivision chain
substructure path
Static or dynamic? Characterize and forecast the evolution of urban crime distribution
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 190, 页码: 16
作者:
Zhu, Qing
;
Zhang, Fan
;
Liu, Shan
;
Wang, Lin
;
Wang, Shouyang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/04/02
Urban crime
Spatiotemporal framework
Crime distribution
Graph neural network
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
API-GNN: attribute preserving oriented interactive graph neural network
期刊论文
WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2022, 页码: 20
作者:
Zhou, Yuchen
;
Shang, Yanmin
;
Cao, Yanan
;
Li, Qian
;
Zhou, Chuan
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Data mining
Graph neural networks
Social analysis
Representation learning
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
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