中国科学院计算技术研究所机构知识库

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	SPMGAE: Self-purified masked graph autoencoders release robust expression power 期刊论文 NEUROCOMPUTING, 2025, 卷号: 611, 页码: 14 作者:  Song, Shuhan;  Li, Ping;  Dun, Ming;  Zhang, Yuan;  Cao, Huawei;  Ye, Xiaochun 收藏  |  浏览/下载：14/0  |  提交时间：2024/12/06 Graph neural networks  Masked graph autoencoders  Robustness  Graph adversarial attacks
	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：7/0  |  提交时间：2024/12/06 Invariant defense  Adversarial robustness  Causal feature  Graph neural networks
	A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23 作者:  Liu, Chang;  Dong, Yinpeng;  Xiang, Wenzhao;  Yang, Xiao;  Su, Hang;  Zhu, Jun;  Chen, Yuefeng;  He, Yuan;  Xue, Hui;  Zheng, Shibao 收藏  |  浏览/下载：5/0  |  提交时间：2024/12/06 Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification
	A prompt-based approach to adversarial example generation and robustness enhancement 期刊论文 FRONTIERS OF COMPUTER SCIENCE, 2024, 卷号: 18, 期号: 4, 页码: 12 作者:  Yang, Yuting;  Huang, Pei;  Cao, Juan;  Li, Jintao;  Lin, Yun;  Ma, Feifei 收藏  |  浏览/下载：19/0  |  提交时间：2024/05/20 robustness  adversarial example  prompt learning  pre-trained language model
	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：18/0  |  提交时间：2024/05/20 Adversarial attack  adversarial immunization  certifiable robustness  graph neural networks  node classification