All Stories

  1. MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning

    Article • November 2025, ACM (Association for Computing Machinery)

    Guansong Pang

  2. Deep Weakly-supervised Anomaly Detection

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

    Guansong Pang

  3. ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation

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

    Guansong Pang, Longbing cao

  4. Deep Learning for Anomaly Detection

    Article • ACM Computing Surveys, March 2022, ACM (Association for Computing Machinery)

    Guansong Pang

  5. Toward Deep Supervised Anomaly Detection

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

    Guansong Pang

  6. Toward Explainable Deep Anomaly Detection

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

    Guansong Pang

  7. Anomaly and Novelty Detection, Explanation, and Accommodation (ANDEA)

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

    Guansong Pang

  8. Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities

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

    Guansong Pang

  9. Heterogeneous Univariate Outlier Ensembles in Multidimensional Data

    Article • ACM Transactions on Knowledge Discovery from Data, December 2020, ACM (Association for Computing Machinery)

    Guansong Pang

  10. Deep Hashing by Discriminating Hard Examples

    Article • October 2019, ACM (Association for Computing Machinery)

    Guansong Pang, Professor Edwin Robert Hancock

  11. Deep Anomaly Detection with Deviation Networks

    Article • July 2019, ACM (Association for Computing Machinery)

    Guansong Pang

  12. Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection

    Article • July 2018, ACM (Association for Computing Machinery)

    Guansong Pang, Huan LIu

  13. Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data

    Article • November 2017, ACM (Association for Computing Machinery)

    Guansong Pang, Hongzuo Xu