All Stories

  1. A Survey on Uncertainty Quantification Methods for Deep Learning

    Article • ACM Computing Surveys, December 2025, ACM (Association for Computing Machinery)

    Zelin Xu

  2. Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance

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

    Zelin Xu

  3. Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery

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

    Zelin Xu

  4. Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data

    Article • ACM Transactions on Spatial Algorithms and Systems, April 2025, ACM (Association for Computing Machinery)

    Zelin Xu, Da Yan

  5. Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery

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

    Zelin Xu