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Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularization., , , , , , and . CoRR, (2024)Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning., , , , , , , , , and 2 other author(s). IEEE Trans. Intell. Transp. Syst., 23 (12): 23231-23243 (2022)Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network., , , , , , and . CoRR, (2024)Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning., , , , , , , , , and . CoRR, (2024)Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks., , , , and . IEEE Trans. Intell. Transp. Syst., 25 (8): 8770-8781 (August 2024)SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks., , , , and . CoRR, (2024)Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks., , , and . KDD, page 4639-4647. ACM, (2022)Robust Transit Frequency Setting Problem With Demand Uncertainty., , , , and . IEEE Trans. Intell. Transp. Syst., 25 (10): 13305-13322 (October 2024)Estimating air quality co-benefits of energy transition using machine learning., , , , , , , , and . CoRR, (2021)ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-Temporal Graph Attention and Bidirectional Recurrent United Neural Networks., , , , , , and . ITSC, page 1454-1459. IEEE, (2023)