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20242026
most citedSAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks

5 citations · 6 across the 5 of their papers we have counts for

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2 papers · 1 filter

stat.ML2025

Alternative Graph Neural Networks: Synergizing GEV Models and Deep Learning for Travel Mode Choice Modeling

Yuqi Zhou, Zhanhong Cheng, Dingyi Zhuang +3

Generalized extreme value models capture dependence among choice alternatives in discrete choice modeling, but require this dependence to be predefined, symmetric, and shared unifo…

stat.ML2025★ 1 cited

Graph neural networks for residential location choice: connection to classical logit models

Zhanhong Cheng, Lingqian Hu, Yuheng Bu +2

Researchers have adopted deep learning for classical discrete choice analysis as it can capture complex feature relationships and achieve higher predictive performance. However, th…