Yunhan Zheng

According to our database, Yunhan Zheng authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, May, 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, May, 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, Roger Zimmermann, Jinhua Zhao

CoRR, April, 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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks.

Dingyi Zhuang, Chonghe Jiang, Yunhan Zheng, Shenhao Wang, Jinhua Zhao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

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

Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System.

Xiaotong Guo, Hanyong Xu, Dingyi Zhuang, Yunhan Zheng, Jinhua Zhao

CoRR, 2024

2023

Fairness-enhancing deep learning for ride-hailing demand prediction.

Yunhan Zheng, Qingyi Wang, Dingyi Zhuang, Shenhao Wang, Jinhua Zhao

CoRR, 2023

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

2021

Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models.

Yunhan Zheng, Shenhao Wang, Jinhua Zhao

CoRR, 2021