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Adversarial camouflage for node injection attack on graphs 期刊论文
INFORMATION SCIENCES, 2023, 卷号: 649, 页码: 14
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Hou, Liang;  Sun, Fei;  Cheng, Xueqi
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Adversarial camouflage  Node injection attack  Adversarial attack  Graph neural networks  
DyTSCL: Dynamic graph representation via tempo-structural contrastive learning 期刊论文
NEUROCOMPUTING, 2023, 卷号: 556, 页码: 8
作者:  Li, Jianian;  Bao, Peng;  Yan, Rong;  Shen, Huawei
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Graph representation learning  Contrastive learning  Dynamic graph  Tempo-structural information  
Learning node representation via Motif Coarsening 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 278, 页码: 12
作者:  Yan, Rong;  Bao, Peng;  Shen, Huawei;  Li, Xuanya
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
Graph representation learning  Motif Coarsening  MotifRe-Weighting  
Dynamic graph neural network-based fraud detectors against collaborative fraudsters 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 278, 页码: 12
作者:  Ren, Lingfei;  Hu, Ruimin;  Li, Dengshi;  Liu, Yang;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/04
Telecom fraud detection  Collaborative fraud  Semi -supervised learning  Dynamic graph neural network  
NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 20
作者:  Sui, Jingyan;  Ding, Shizhe;  Xia, Boyang;  Liu, Ruizhi;  Bu, Dongbo
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/04
Graph convolutional network  Guided local search  Traveling salesman problem  
Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 23
作者:  Li, Qiming;  Zhang, Zhao;  Zhuang, Fuzhen;  Xu, Yongjun;  Li, Chao
收藏  |  浏览/下载:17/0  |  提交时间:2023/12/04
Knowledge graph  recommender system  topic model  
CNIM-GCN: Consensus Neighbor Interaction-based Multi-channel Graph Convolutional Networks 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 226, 页码: 11
作者:  Zhu, Xiaofei;  Li, Chenghong;  Guo, Jiafeng;  Dietze, Stefan
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
Network representation learning  Deep learning  Graph convolutional networks  Node classification  
TS-STNN: Spatial-temporal neural network based on tree structure for traffic flow prediction 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2023, 卷号: 177, 页码: 16
作者:  Lv, Yang;  Lv, Zhiqiang;  Cheng, Zesheng;  Zhu, Zhanqi;  Rashidi, Taha Hossein
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
An anomaly aware network embedding framework for unsupervised anomalous link detection 期刊论文
DATA MINING AND KNOWLEDGE DISCOVERY, 2023, 页码: 34
作者:  Duan, Dongsheng;  Zhang, Cheng;  Tong, Lingling;  Lu, Jie;  Lv, Cunchi;  Hou, Wei;  Li, Yangxi;  Zhao, Xiaofang
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/04
Anomalous link detection  Network embedding  Graph auto-encoder  Graph convolution network  
Node classification across networks via category-level domain adaptive network embedding 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2023, 页码: 24
作者:  Shi, Boshen;  Wang, Yongqing;  Shao, Jiangli;  Shen, Huawei;  Li, Yangyang;  Cheng, Xueqi
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/04
Node classification across networks  Graph neural networks  Domain adaptation  Transfer learning