Zheng, Yunhan

1. Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
   2024/10/21 by Tang, Yihong, Qu, Ao, Wang, Zhaokai +7 · 13 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
   2021/09/25 by Yunhan Zheng, Shenhao Wang, Zheng, Yunhan +3 · 2 citations
   Energy · Social Sciences · #Applications (stat.AP) #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Transportation Planning and Optimization #Urban Transport and Accessibility
3. Fairness-enhancing deep learning for ride-hailing demand prediction
   2023/03/10 by Yunhan Zheng, Zheng, Yunhan, Qingyi Wang +7 · 2 citations
   Engineering · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Transportation and Mobility Innovations
4. Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System
   2023/12/29 by Xiaotong Guo, Hanyong Xu, Guo, Xiaotong +7 · 1 citation
   Business, Management and Accounting · Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sharing Economy and Platforms #Transportation Planning and Optimization #Transportation and Mobility Innovations
5. Simulating the Integration of Urban Air Mobility into Existing Transportation Systems: A Survey
   2023/01/25 by Xuan Jiang, Jiang, Xuan, Yuhan Tang +12 · 1 citation
   Engineering · #Air Traffic Management and Optimization #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic control and management #Vehicular Ad Hoc Networks (VANETs)
6. Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study
   2025/01/20 by Dingyi Zhuang, Zhuang, Dingyi, Hanyong Xu +9 · 1 citation
   Engineering · Environmental Science · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Impact of Light on Environment and Health #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
7. GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
   2024/10/12 by Dingyi Zhuang, Chonghe Jiang, Zhuang, Dingyi +7 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications