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The answer lies within: Detecting Trojans from DNNs' inherent characteristics 期刊论文
NEURAL NETWORKS, 2026, 卷号: 198, 页码: 11
作者:  Liu, Xuchao;  Cao, Qi;  Zhang, Kaike;  Su, Du;  Shen, Huawei
收藏  |  浏览/下载：33/0  |  提交时间：2026/05/25
Trojan detection  Sample-free  DNNs' inherent characteristics  
Robust Recommender System: A Survey and Future Directions 期刊论文
ACM COMPUTING SURVEYS, 2026, 卷号: 58, 期号: 1, 页码: 38
作者:  Zhang, Kaike;  Cao, Qi;  Sun, Fei;  Wu, Yunfan;  Tao, Shuchang;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：22/0  |  提交时间：2026/05/25
Recommender system  robustness  attack  noise  defense  denoise  
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：79/0  |  提交时间：2024/12/06
Invariant defense  Adversarial robustness  Causal feature  Graph neural networks  
Graph Adversarial Immunization for Certifiable Robustness 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 4, 页码: 1597-1610
作者:  Tao, Shuchang;  Cao, Qi;  Shen, Huawei;  Wu, Yunfan;  Hou, Liang;  Cheng, Xueqi
收藏  |  浏览/下载：91/0  |  提交时间：2024/05/20
Adversarial attack  adversarial immunization  certifiable robustness  graph neural networks  node classification  
Towards generalizable Graph Contrastive Learning: An information theory perspective 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 17
作者:  Yuan, Yige;  Xu, Bingbing;  Shen, Huawei;  Cao, Qi;  Cen, Keting;  Zheng, Wen;  Cheng, Xueqi
收藏  |  浏览/下载：83/0  |  提交时间：2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
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：69/0  |  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：124/0  |  提交时间：2023/12/04
Adversarial camouflage  Node injection attack  Adversarial attack  Graph neural networks  
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：81/0  |  提交时间：2023/12/04
Peer review  Rebuttal analysis  Social network analysis  Social interaction  Rebuttal strategy  Rebuttal success prediction  
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：109/0  |  提交时间：2023/12/04
Negative feedback  Signed social networks  Graph Neural Networks  Recommender system  
Location-aware convolutional neural networks for graph classification 期刊论文
NEURAL NETWORKS, 2022, 卷号: 155, 页码: 74-83
作者:  Wang, Zhaohui;  Cao, Qi;  Shen, Huawei;  Xu, Bingbing;  Cen, Keting;  Cheng, Xueqi
收藏  |  浏览/下载：100/0  |  提交时间：2023/07/12
Graph classification  Convolutional neural networks  Location-aware