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Yunhan Zheng
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Comparing hundreds of machine learning and discrete choice models for travel demand modeling: An empirical benchmark
S Wang, B Mo, Y Zheng, S Hess, J Zhao
Transportation Research Part B: Methodological 190, 103061, 2024
57*2024
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
Y Zheng, S Wang, J Zhao
Transportation Research Part C: Emerging Technologies 132, 103410, 2021
312021
User satisfaction and service quality improvement priority of bus rapid transit in Belo Horizonte, Brazil
Y Zheng, H Kong, G Petzhold, MM Barcelos, CP Zegras, J Zhao
Case Studies on Transport Policy 9 (4), 1900-1911, 2021
302021
Gender differences in the user satisfaction and service quality improvement priority of public transit bus system in Porto Alegre and Fortaleza, Brazil
Y Zheng, H Kong, G Petzhold, MM Barcelos, CP Zegras, J Zhao
Travel Behaviour and Society 28, 22-37, 2022
252022
Measuring policy leakage of Beijing’s car ownership restriction
Y Zheng, J Moody, S Wang, J Zhao
Transportation Research Part A: Policy and Practice 148, 223-236, 2021
222021
Impacts of congestion pricing on ride-hailing ridership: Evidence from Chicago
Y Zheng, P Meredith-Karam, A Stewart, H Kong, J Zhao
Transportation Research Part A: Policy and Practice 170, 103639, 2023
192023
The impacts of remote work on travel: insights from nearly three years of monthly surveys
NS Caros, X Guo, Y Zheng, J Zhao
arXiv preprint arXiv:2303.06186, 2023
142023
Deep hybrid model with satellite imagery: How to combine demand modeling and computer vision for travel behavior analysis?
Q Wang, S Wang, Y Zheng, H Lin, X Zhang, J Zhao, J Walker
Transportation Research Part B: Methodological 179, 102869, 2024
122024
Fairness-enhancing deep learning for ride-hailing demand prediction
Y Zheng, Q Wang, D Zhuang, S Wang, J Zhao
IEEE Open Journal of Intelligent Transportation Systems 4, 551 - 569, 2023
112023
Simulating Integration of Urban Air Mobility into Existing Transportation Systems: Survey
X Jiang, Y Tang, J Cao, V Bulusu, H Yang, X Peng, Y Zheng, J Zhao, ...
Journal of Air Transportation 32 (3), 97-107, 2024
102024
Examining the interactions between working from home, travel behavior and change in car ownership due to the impact of COVID-19
Y Zheng, NS Caros, J Aloisi, J Zhao
Travel Behaviour and Society 33, 100634, 2023
62023
Impacts of remote work on vehicle miles traveled and transit ridership in the USA
Y Zheng, S Wang, L Liu, J Aloisi, J Zhao
Nature Cities, 1-13, 2024
52024
Fairness-enhancing vehicle rebalancing in the ride-hailing system
X Guo, H Xu, D Zhuang, Y Zheng, J Zhao
arXiv preprint arXiv:2401.00093, 2023
52023
Effects of electric vehicle charging stations on the economic vitality of local businesses
Y Zheng, DR Keith, S Wang, M Diao, J Zhao
Nature Communications 15 (1), 7437, 2024
42024
Dispersion of agglomeration through high-speed rail in China
W Fang, Y Zheng, M Diao, J Zhao
Urban Form and Accessibility, 327-357, 2021
42021
Infrequent activities predict economic outcomes in major American cities
S Wang, Y Zheng, G Wang, T Yabe, E Moro, AS Pentland
Nature Cities 1 (4), 305-314, 2024
32024
Sparkle: Mastering basic spatial capabilities in vision language models elicits generalization to composite spatial reasoning
Y Tang, A Qu, Z Wang, D Zhuang, Z Wu, W Ma, S Wang, Y Zheng, Z Zhao, ...
arXiv preprint arXiv:2410.16162, 2024
22024
Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network
D Zhuang, Q Wang, Y Zheng, X Guo, S Wang, HN Koutsopoulos, J Zhao
arXiv preprint arXiv:2405.14079, 2024
22024
Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study
D Zhuang, H Xu, X Guo, Y Zheng, S Wang, J Zhao
arXiv preprint arXiv:2501.11214, 2025
2025
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
D Zhuang, C Jiang, Y Zheng, S Wang, J Zhao
arXiv preprint arXiv:2410.09570, 2024
2024
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