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A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources

Nov 30, 2020
Xiao Wang, Deyu Bo, Chuan Shi, Shaohua Fan, Yanfang Ye, Philip S. Yu

* Under review 

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SoK: Arms Race in Adversarial Malware Detection

Jun 15, 2020
Deqiang Li, Qianmu Li, Yanfang Ye, Shouhuai Xu

* 19 pages, 6 figures 

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Interpretable Deep Graph Generation with Node-Edge Co-Disentanglement

Jun 09, 2020
Xiaojie Guo, Liang Zhao, Zhao Qin, Lingfei Wu, Amarda Shehu, Yanfang Ye

* This paper has been accepted by KDD 2020 

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Enhancing Deep Neural Networks Against Adversarial Malware Examples

Apr 15, 2020
Deqiang Li, Qianmu Li, Yanfang Ye, Shouhuai Xu

* 16 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:1812.08108 

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Hyperbolic Graph Attention Network

Dec 06, 2019
Yiding Zhang, Xiao Wang, Xunqiang Jiang, Chuan Shi, Yanfang Ye

* 8 pages, 4 figures 

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Temporal Network Embedding with Micro- and Macro-dynamics

Sep 10, 2019
Yuanfu Lu, Xiao Wang, Chuan Shi, Philip S. Yu, Yanfang Ye

* CIKM2019 

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AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection

Nov 02, 2018
Yanfang Ye, Shifu Hou, Lingwei Chen, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao

* 8 pages 

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