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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  
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 5, 页码: 29
作者:  Zhu, Yunchang;  Pang, Liang;  Wu, Kangxi;  Lan, Yanyan;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Natural language understanding  question answering  pseudo-relevance feedback  loss function  
Node Embedding Preserving Graph Summarization 期刊论文
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2024, 卷号: 18, 期号: 6, 页码: 19
作者:  Zhou, Houquan;  Liu, Shenghua;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Graph summarization  hierarchical clustering  node embedding  
Identity-Preserving Adversarial Training for Robust Network Embedding 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 1, 页码: 177-191
作者:  Cen, Ke-Ting;  Shen, Hua-Wei;  Cao, Qi;  Xu, Bing-Bing;  Cheng, Xue-Qi
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
network embedding  identity-preserving  adversarial training  adversarial the example  
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  
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:17/0  |  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:18/0  |  提交时间:2023/12/04
Graph representation learning  Motif Coarsening  MotifRe-Weighting  
What makes a successful rebuttal in computer science conferences?: A perspective on social interaction 期刊论文
JOURNAL OF INFORMETRICS, 2023, 卷号: 17, 期号: 3, 页码: 14
作者:  Huang, Junjie;  Huang, Win-bin;  Bu, Yi;  Cao, Qi;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载:16/0  |  提交时间:2023/12/04
Peer review  Rebuttal analysis  Social network analysis  Social interaction  Rebuttal strategy  Rebuttal success prediction  
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:14/0  |  提交时间:2023/12/04
Node classification across networks  Graph neural networks  Domain adaptation  Transfer learning  
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