research

publications by categories in reversed chronological order.

2025

  1. Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study
    Dingyi Zhuang, Hanyong Xu, Xiaotong Guo, Yunhan Zheng, Shenhao Wang, and Jinhua Zhao
    Jan 2025
    arXiv:2501.11214 [cs]

2024

  1. Simulating Multi-Stakeholder Decision-Making with Generative Agents in Urban Planning
    Jin Gao, Hanyong Xu, and Luc Dao
    Feb 2024
    arXiv

2023

  1. Disparity-Reducing Vehicle Rebalancing in the Ride-hailing System (working paper)
    Xiaotong Guo, Hanyong Xu, Dingyi Zhuang, Yunhan Zheng, and Jinhua Zhao
    Dec 2023
    arXiv:2401.00093 [cs]
    arXiv
  2. Large Language Models for Travel Behavior Prediction (working paper)
    Baichuan Mo, Hanyong Xu, Dingyi Zhuang, Ruoyun Ma, Xiaotong Guo, and Jinhua Zhao
    Nov 2023
    arXiv:2312.00819 [cs]
    arXiv