| 2025 | AAAI | 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 |
| 2025 | NDSS | 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, Yanfang Ye |
| 2024 | ICWSM | How to Improve Representation Alignment and Uniformity in Graph-Based Collaborative Filtering? | Zhongyu Ouyang, Chunhui Zhang, Shifu Hou, Chuxu Zhang, Yanfang Ye |
| 2024 | KDD | 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 |
| 2023 | ECIR | Leveraging Comment Retrieval for Code Summarization. | Shifu Hou, Lingwei Chen, Mingxuan Ju, Yanfang Ye |
| 2022 | AAAI | Adaptive Kernel Graph Neural Network. | Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao |
| 2022 | IJCNN | Summarizing Source Code from Structure and Context. | Shifu Hou, Lingwei Chen, Yanfang Ye |
| 2021 | AAAI | 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, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong, Fudong Shao |
| 2021 | KDD | Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. | Yujie Fan, Mingxuan Ju, Shifu Hou, Yanfang Ye, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong |
| 2021 | WWW | 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, Yujie Fan, Shifu Hou, Kenneth A. Loparo, Liang Zhao |
| 2020 | CIKM | Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. | Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo |
| 2019 | CIKM | Untitled record | Shifu Hou, Yujie Fan, Yiming Zhang, Yanfang Ye, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao |
| 2019 | IJCAI | iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. | Yujie Fan, Yiming Zhang, Shifu Hou, Lingwei Chen, Yanfang Ye, Chuan Shi, Liang Zhao, Shouhuai Xu |
| 2019 | IJCAI | Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection. | Yanfang Ye, Shifu Hou, Lingwei Chen, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao |
| 2019 | WWW | Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. | Yiming Zhang, Yujie Fan, Wei Song, Shifu Hou, Yanfang Ye, Xin Li, Liang Zhao, Chuan Shi, Jiabin Wang, Qi Xiong |
| 2018 | ACSAC | ICSD: An Automatic System for Insecure Code Snippet Detection in Stack Overflow over Heterogeneous Information Network. | Yanfang Ye, Shifu Hou, Lingwei Chen, Xin Li, Liang Zhao, Shouhuai Xu, Jiabin Wang, Qi Xiong |
| 2018 | IJCAI | Make Evasion Harder: An Intelligent Android Malware Detection System. | Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu |
| 2018 | KDD | Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. | Yujie Fan, Shifu Hou, Yiming Zhang, Yanfang Ye, Melih Abdulhayoglu |
| 2017 | ACSAC | SecureDroid: Enhancing Security of Machine Learning-based Detection against Adversarial Android Malware Attacks. | Lingwei Chen, Shifu Hou, Yanfang Ye |
| 2017 | APWEB | An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. | Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen |
| 2017 | APWEB | Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. | Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen |
| 2017 | KDD | HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network. | Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu |