Cluster-oriented ensemble classifiers for intelligent malware detection. - Shifu Hou; Lifei Chen; Egemen Tas; Igor Demihovskiy; Yanfang Ye 001 (ICSC, 2015)

DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks. - Shifu Hou; Aaron Saas; Yanfang Ye 001; Lifei Chen (WAIM Workshops, 2016)

Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs. - Shifu Hou; Aaron Saas; Lifei Chen; Yanfang Ye 001 (WI Workshops, 2016)

SecureDroid: Enhancing Security of Machine Learning-based Detection against Adversarial Android Malware Attacks. - Lingwei Chen; Shifu Hou; Yanfang Ye 001 (ACSAC, 2017)

An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. - Lingwei Chen; Shifu Hou; Yanfang Ye 001; Lifei Chen (APWeb/WAIM Workshops, 2017)

Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. - Shifu Hou; Lingwei Chen; Yanfang Ye 001; Lifei Chen (APWeb/WAIM Workshops, 2017)

Deep Neural Networks for Automatic Android Malware Detection. - Shifu Hou; Aaron Saas; Lingwei Chen; Yanfang Ye 001; Thirimachos Bourlai (ASONAM, 2017)

HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network. - Shifu Hou; Yanfang Ye 001; Yangqiu Song; Melih Abdulhayoglu (KDD, 2017)

ICSD: An Automatic System for Insecure Code Snippet Detection in Stack Overflow over Heterogeneous Information Network. - Yanfang Ye 001; Shifu Hou; Lingwei Chen; Xin Li 005; Liang Zhao 002; Shouhuai Xu; Jiabin Wang; Qi Xiong (ACSAC, 2018)

DroidEye: Fortifying Security of Learning-Based Classifier Against Adversarial Android Malware Attacks. - Lingwei Chen; Shifu Hou; Yanfang Ye 001; Shouhuai Xu (ASONAM, 2018)

iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Jian Liu; Yanfang Ye 001; Thirimachos Bourlai (ASONAM, 2018)

Make Evasion Harder: An Intelligent Android Malware Detection System. - Shifu Hou; Yanfang Ye 001; Yangqiu Song; Melih Abdulhayoglu (IJCAI, 2018)

Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. - Yujie Fan; Shifu Hou; Yiming Zhang 002; Yanfang Ye 001; Melih Abdulhayoglu (KDD, 2018)

AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection. - Yanfang Ye 001; Shifu Hou; Lingwei Chen; Jingwei Lei; Wenqiang Wan; Jiabin Wang; Qi Xiong; Fudong Shao (CoRR, 2018)

DeepAM: a heterogeneous deep learning framework for intelligent malware detection. - Yanfang Ye 001; Lingwei Chen; Shifu Hou; William Hardy; Xin Li 005 (Knowl. Inf. Syst., 2018)

iTrustSO: an intelligent system for automatic detection of insecure code snippets in stack overflow. - Lingwei Chen; Shifu Hou; Yanfang Ye 001; Thirimachos Bourlai; Shouhuai Xu; Liang Zhao 002 (ASONAM, 2019)

αCyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model. - Shifu Hou; Yujie Fan; Yiming Zhang 002; Yanfang Ye 001; Jingwei Lei; Wenqiang Wan; Jiabin Wang; Qi Xiong; Fudong Shao (CIKM, 2019)

iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. - Yujie Fan; Yiming Zhang 002; Shifu Hou; Lingwei Chen; Yanfang Ye 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (IJCAI, 2019)

Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection. - Yanfang Ye 001; Shifu Hou; Lingwei Chen; Jingwei Lei; Wenqiang Wan; Jiabin Wang; Qi Xiong; Fudong Shao (IJCAI, 2019)

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. - Yiming Zhang 002; Yujie Fan; Wei Song; Shifu Hou; Yanfang Ye 001; Xin Li 005; Liang Zhao 002; Chuan Shi 001; Jiabin Wang; Qi Xiong (WWW, 2019)

Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. - Yanfang Ye 001; Yujie Fan; Shifu Hou; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (CIKM, 2020)

Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. - Yiming Zhang 002; Yujie Fan; Shifu Hou; Yanfang Ye 001; Xusheng Xiao; Pan Li 001; Chuan Shi 001; Liang Zhao 002; Shouhuai Xu (ICKG, 2020)

α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiyue Qian; Yiming Zhang 002; Shiyu Sun; Qian Peng; Kenneth A. Loparo (CoRR, 2020)

$ alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. - Yanfang Ye 001; Shifu Hou; Yujie Fan; Yiming Zhang 002; Yiyue Qian; Shiyu Sun; Qian Peng; Mingxuan Ju; Wei Song; Kenneth A. Loparo (IEEE J. Biomed. Health Informatics, 2020)

Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond. - Shifu Hou; Yujie Fan; Mingxuan Ju; Yanfang Ye 001; Wenqiang Wan; Kui Wang; Yinming Mei; Qi Xiong; Fudong Shao (AAAI, 2021)

Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. - Yujie Fan; Mingxuan Ju; Shifu Hou; Yanfang Ye 001; Wenqiang Wan; Kui Wang; Yinming Mei; Qi Xiong (KDD, 2021)

Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond. - Mingxuan Ju; Wei Song; Shiyu Sun; Yanfang Ye 001; Yujie Fan; Shifu Hou; Kenneth A. Loparo; Liang Zhao 002 (WWW, 2021)

Adaptive Kernel Graph Neural Network. - Mingxuan Ju; Shifu Hou; Yujie Fan; Jianan Zhao 002; Yanfang Ye 001; Liang Zhao 002 (AAAI, 2022)

Summarizing Source Code from Structure and Context. - Shifu Hou; Lingwei Chen; Yanfang Ye 001 (IJCNN, 2022)

Leveraging Comment Retrieval for Code Summarization. - Shifu Hou; Lingwei Chen; Mingxuan Ju; Yanfang Ye 001 (ECIR (2), 2023)

How to Improve Representation Alignment and Uniformity in Graph-Based Collaborative Filtering? - Zhongyu Ouyang; Chunhui Zhang; Shifu Hou; Chuxu Zhang; Yanfang Ye 001 (ICWSM, 2024)

Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns. - Zheyuan Zhang; Zehong Wang; Shifu Hou; Evan Hall; Landon Bachman; Jasmine White; Vincent Galassi; Nitesh V. Chawla; Chuxu Zhang; Yanfang Ye 001 (KDD, 2024)

Symbolic Prompt Tuning Completes the App Promotion Graph. - Zhongyu Ouyang; Chunhui Zhang; Shifu Hou; Shang Ma; Chaoran Chen; Toby Li; Xusheng Xiao; Chuxu Zhang; Yanfang Ye 001 (ECML/PKDD (10), 2024)

AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks. - Shifu Hou; Rick Johnson; Ramandeep Makhija; Lingwei Chen; Yanfang Ye 001 (AAAI, 2025)

Careful About What App Promotion Ads Recommend! Detecting and Explaining Malware Promotion via App Promotion Graph. - Shang Ma; Chaoran Chen; Shao Yang; Shifu Hou; Toby Jia-Jun Li; Xusheng Xiao; Tao Xie 001; Yanfang Ye 001 (NDSS, 2025)