Wang, Shenhao

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 · 19 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks
   2020/10/22 by Shenhao Wang, Wang, Shenhao, Baichuan Mo +3 · 4 citations
   Economics, Econometrics and Finance · Engineering · Social Sciences · #Econometrics (econ.EM) #Economic and Environmental Valuation #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
3. Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models
   2021/09/25 by Yunhan Zheng, Zheng, Yunhan, Shenhao Wang +3 · 3 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
4. 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
5. ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks
   2023/05/10 by Zepu Wang, Wang, Zepu, Dingyi Zhuang +9 · 1 citation
   Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
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. AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library
   2025/10/21 by Kong, Minwei, Qu, Ao, Guo, Xiaotong +12 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
8. GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
   2024/10/12 by Dingyi Zhuang, Zhuang, Dingyi, Chonghe Jiang +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