4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2025
SX-GeoTree: Self-eXplaining Geospatial Regression Tree Incorporating the Spatial Similarity of Feature Attributions
Chaogui Kang, Lijian Luo, Qingfeng Guan +1
Decision trees remain central for tabular prediction but struggle with (i) capturing spatial dependence and (ii) producing locally stable (robust) explanations. We present SX-GeoTr…
cs.LG2025★ 4 cited
RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks
Hao Guo, Han Wang, Di Zhu +3
Modeling spatial heterogeneity in the data generation process is essential for understanding and predicting geographical phenomena. Despite their prevalence in geospatial tasks, ne…
physics.soc-ph2025
Distilling human mobility models with symbolic regression
Hao Guo, Weiyu Zhang, Junjie Yang +3
Human mobility is a fundamental aspect of social behavior, with broad applications in transportation, urban planning, and epidemic modeling. Represented by the gravity model and th…