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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：3/0  |  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：1/0  |  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：12/0  |  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：10/0  |  提交时间：2024/05/20
Graph Contrastive Learning  Generalization  Information theory  
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  
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  
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  
Scalable and Conflict-Free NTT Hardware Accelerator Design: Methodology, Proof, and Implementation 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1504-1517
作者:  Mu, Jianan;  Ren, Yi;  Wang, Wen;  Hu, Yizhong;  Chen, Shuai;  Chang, Chip-Hong;  Fan, Junfeng;  Ye, Jing;  Cao, Yuan;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/04
Memory access pattern  number theoretic transform (NTT)  post-quantum cryptography (PQC)  scalable hardware design  
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：20/0  |  提交时间：2023/07/12
Graph classification  Convolutional neural networks  Location-aware  
BSR-TC: Adaptively Sampling for Accurate Triangle Counting over Evolving Graph Streams 期刊论文
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2021, 卷号: 31, 期号: 11N12, 页码: 1561-1581
作者:  Xuan, Wei;  Cao, Huawei;  Yan, Mingyu;  Tang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Evolving graph streams  triangle counting  bounded sampling ratio