All Stories

  1. Understanding Model Weaknesses: A Path to Strengthening DNN-Based Android Malware Detection

    Article • Proceedings of the ACM on Software Engineering, June 2025, ACM (Association for Computing Machinery)

    Haodong Li, Dr. Guosheng Xu

  2. Decoding Secret Memorization in Code LLMs Through Token-Level Characterization

    Article • April 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Guosheng Xu

  3. Same App, Different Behaviors: Uncovering Device-specific Behaviors in Android Apps

    Article • October 2024, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  4. MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation

    Article • April 2024, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  5. MalCertain: Enhancing Deep Neural Network Based Android Malware Detection by Tackling Prediction Uncertainty

    Article • April 2024, ACM (Association for Computing Machinery)

    Haodong Li, Dr. Guosheng Xu

  6. Research on Cryptographic Misuse Detection for Android Applications Based on Dynamic and Static Combination

    Article • November 2023, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  7. Using A CNN to Solve the Problem of Asphalt Pavement Crack Detection

    Article • February 2023, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  8. Lie to Me: Abusing the Mobile Content Sharing Service for Fun and Profit

    Article • April 2022, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  9. An Efficient Method for Analyzing Widget Intent of Android System

    Article • February 2021, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  10. An Implicit Identity Authentication Method Based on Deep Connected Attention CNN for Wild Environment

    Article • February 2021, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  11. Recognition Method of Road Cracks with Lane Lines Based on Deep Learning

    Article • February 2020, ACM (Association for Computing Machinery)

    Dr. Guosheng Xu

  12. A Multi-Scale Classification Network for Road Crack Detection

    Article • IET Intelligent Transport Systems, October 2018, the Institution of Engineering and Technology (the IET)

    Dr. Guosheng Xu