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Jinhua Zhao

Analyzing sequential activity and travel decisions with interpretable deep inverse reinforcement learning

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Mar 17, 2025
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Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study

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Jan 20, 2025
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Virtual Nodes Improve Long-term Traffic Prediction

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Jan 17, 2025
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Modular Conversational Agents for Surveys and Interviews

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Dec 22, 2024
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Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning

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Oct 21, 2024
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GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks

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Oct 12, 2024
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SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks

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Sep 13, 2024
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Correlating Time Series with Interpretable Convolutional Kernels

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Sep 02, 2024
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Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network

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May 23, 2024
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Synergizing Spatial Optimization with Large Language Models for Open-Domain Urban Itinerary Planning

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Feb 11, 2024
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