Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models. - Yunhan Zheng; Shenhao Wang; Jinhua Zhao (CoRR, 2021)

Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis? - Qingyi Wang; Shenhao Wang; Yunhan Zheng; Hongzhou Lin; Xiaohu Zhang; Jinhua Zhao; Joan Walker (CoRR, 2023)

Fairness-enhancing deep learning for ride-hailing demand prediction. - Yunhan Zheng; Qingyi Wang; Dingyi Zhuang; Shenhao Wang; Jinhua Zhao (CoRR, 2023)

Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System. - Xiaotong Guo; Hanyong Xu; Dingyi Zhuang; Yunhan Zheng; Jinhua Zhao (CoRR, 2024)

Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network. - Dingyi Zhuang; Qingyi Wang; Yunhan Zheng; Xiaotong Guo; Shenhao Wang; Haris N. Koutsopoulos; Jinhua Zhao (CoRR, 2024)

Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning. - Yihong Tang; Ao Qu; Zhaokai Wang; Dingyi Zhuang; Zhaofeng Wu; Wei Ma; Shenhao Wang; Yunhan Zheng; Zhan Zhao; Jinhua Zhao (CoRR, 2024)

GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks. - Dingyi Zhuang; Chonghe Jiang; Yunhan Zheng; Shenhao Wang; Jinhua Zhao (ICLR, 2025)

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; Jinhua Zhao (WWW (Companion Volume), 2025)

Reimagining Urban Science: Scaling Causal Inference with Large Language Models. - Yutong Xia; Ao Qu; Yunhan Zheng; Yihong Tang; Dingyi Zhuang; Yuxuan Liang; Cathy Wu 002; Roger Zimmermann; Jinhua Zhao (CoRR, 2025)

Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models. - Qingyi Wang; Yuebing Liang; Yunhan Zheng; Kaiyuan Xu; Jinhua Zhao; Shenhao Wang (CoRR, 2025)

Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models. - Mingyi He; Yuebing Liang; Shenhao Wang; Yunhan Zheng; Qingyi Wang; Dingyi Zhuang; Li Tian; Jinhua Zhao (CoRR, 2025)