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IDEA: Invariant defense for graph adversarial robustness 期刊论文
INFORMATION SCIENCES, 2024, 卷号: 680, 页码: 18
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Xu, Bingbing;  Cheng, Xueqi
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
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:22/0  |  提交时间:2023/12/04
Adversarial camouflage  Node injection attack  Adversarial attack  Graph neural networks  
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:16/0  |  提交时间:2023/12/04
Anomalous link detection  Network embedding  Graph auto-encoder  Graph convolution network  
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2023, 卷号: 60, 期号: 4, 页码: 14
作者:  Huang, Junjie;  Xie, Ruobing;  Cao, Qi;  Shen, Huawei;  Zhang, Shaoliang;  Xia, Feng;  Cheng, Xueqi
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Negative feedback  Signed social networks  Graph Neural Networks  Recommender system