Yanfang Ye

Yanfang Ye, Qingshan Jiang, Haishan Chen, 2009, 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication.

CIMDS: Adapting Postprocessing Techniques of Associative Classification for Malware Detection

Yanfang Ye, Tao Li, Qingshan Jiang, 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies

Xin Li, Yanfang Ye, Yiming Zhang, 2017, CIKM.

Contrast Feature Dependency Pattern Mining for Controlled Experiments with Application to Driving Behavior

Yanfang Ye, Liang Zhao, Lingfei Wu, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Survival neural networks for time-to-event prediction in longitudinal study

Yanfang Ye, Shengrui Wang, Alain Vanasse, 2020, Knowledge and Information Systems.

Ensemble Clustering for Internet Security Applications

Yong Chen, Yanfang Ye, Tao Li, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Combining file content and file relations for cloud based malware detection

Yanfang Ye, Shenghuo Zhu, Tao Li, 2011, KDD.

Heterogeneous Graph Attention Network

Yanfang Ye, Bai Wang, Chuan Shi, 2019, WWW.

Automatic Detection of Helmet Uses for Construction Safety

Yanfang Ye, Lingwei Chen, Christopher S. Pan, 2016, 2016 IEEE/WIC/ACM International Conference on Web Intelligence Workshops (WIW).

Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network

Xin Li, Yanfang Ye, Yiming Zhang, 2018, IJCAI.

HENA 2019: The 3rd Workshop of Heterogeneous Information Network Analysis and Applications

Yanfang Ye, Jiawei Zhang, Chuan Shi, 2019, CIKM.

Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner

Yiming Zhang, Yiyue Qian, Yujie Fan, 2020, CIKM.

DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks

Yanfang Ye, Shifu Hou, Lifei Chen, 2016, WAIM Workshops.

Automatic malware categorization using cluster ensemble

Yong Chen, Yanfang Ye, Tao Li, 2010, KDD.

Enhancing Deep Neural Networks Against Adversarial Malware Examples pdf

Shouhuai Xu, Yanfang Ye, Qianmu Li, 2020, ArXiv.

Enhancing Robustness of Deep Neural Networks Against Adversarial Malware Samples: Principles, Framework, and AICS'2019 Challenge pdf

Shouhuai Xu, Yanfang Ye, Qianmu Li, 2018, ArXiv.

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

Philip S. Yu, Yanfang Ye, Xiao Wang, 2020, IEEE Transactions on Big Data.

KADetector: Automatic Identification of Key Actors in Online Hack Forums Based on Structured Heterogeneous Information Network

Jiabin Wang, Yanfang Ye, Qi Xiong, 2018, 2018 IEEE International Conference on Big Knowledge (ICBK).

Adversarial Machine Learning in Malware Detection: Arms Race between Evasion Attack and Defense

Yanfang Ye, Lingwei Chen, Thirimachos Bourlai, 2017, 2017 European Intelligence and Security Informatics Conference (EISIC).

DeepAM: a heterogeneous deep learning framework for intelligent malware detection

Xin Li, Yanfang Ye, Lingwei Chen, 2018, Knowledge and Information Systems.

iTrustSO: An Intelligent System for Automatic Detection of Insecure Code Snippets in Stack Overflow

Shouhuai Xu, Yanfang Ye, Lingwei Chen, 2019, 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter

Xin Li, Yanfang Ye, Yiming Zhang, 2018, AAAI Workshops.

Hyperbolic Graph Attention Network pdf

Yanfang Ye, Xiao Wang, Chuan Shi, 2019, IEEE Transactions on Big Data.

Classifying construction site photos for roof detection

Yanfang Ye, Fei Dai, Madhuri Siddula, 2016 .

Network Schema Preserving Heterogeneous Information Network Embedding

Yanfang Ye, Xiao Wang, Jianan Zhao, 2020, IJCAI.

A New Centroid-Based Classifier for Text Categorization

Yanfang Ye, Qingshan Jiang, Lifei Chen, 2008, 22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008).

Associative classification and post-processing techniques used for malware detection

Yanfang Ye, Qingshan Jiang, Weiwei Zhuang, 2008, 2008 2nd International Conference on Anti-counterfeiting, Security and Identification.

HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network

Yanfang Ye, Yangqiu Song, Shifu Hou, 2017, KDD.

SBMDS: an interpretable string based malware detection system using SVM ensemble with bagging

Min Zhao, Yanfang Ye, Tao Li, 2009, Journal in Computer Virology.

A parameter-free hybrid clustering algorithm used for malware categorization

Yanfang Ye, Qingshan Jiang, Shaorong Feng, 2009, 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication.

An Adversarial Machine Learning Model Against Android Malware Evasion Attacks

Yanfang Ye, Lingwei Chen, Shifu Hou, 2017, APWeb/WAIM Workshops.

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network

Xin Li, Yanfang Ye, Qi Xiong, 2019, WWW.

An intelligent PE-malware detection system based on association mining

Tao Li, Yanfang Ye, Qingshan Jiang, 2008, Journal in Computer Virology.

iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow

Shouhuai Xu, Yanfang Ye, Lingwei Chen, 2019, IJCAI.

Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list

Yong Chen, Yanfang Ye, Kai Huang, 2009, Journal of Intelligent Information Systems.

Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting

Yanfang Ye, Liang Zhao, Lingfei Wu, 2019, AAAI.