Publications

Listed in reversed chronological order.

2024

  1. SDM 24
    Foundation Models for Spatiotemporal Tasks in the Physical World
    Zhe Jiang, Yu Wang, and Zelin Xu
    In SDM, 2024
  2. AAAI 24
    Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery
    Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, and Yang Zhou
    In AAAI, 2024

2023

  1. NeurIPS 23
    A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space
    Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, Miles Medina, and Christine Angelini
    In NeurIPS, 2023
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  2. SIGSPATIAL 23
    Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery
    Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, and Zhe Jiang
    In SIGSPATIAL, 2023
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