Dingyi Zhuang

1. Inductive Graph Neural Networks for Spatiotemporal Kriging
   2020/06/13 by Yuankai Wu, Wu, Yuankai, Dingyi Zhuang +5 · 13 citations
   Computer Science · #Data Visualization and Analytics #Time Series Analysis and Forecasting #Bayesian Modeling and Causal Inference
2. Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging
   2021/09/24 by Yuankai Wu, Dingyi Zhuang, Wu, Yuankai +7 · 4 citations
   Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
3. Low-Rank Hankel Tensor Completion for Traffic Speed Estimation
   2021/05/21 by Xudong Wang, Wang, Xudong, Yuankai Wu +5 · 4 citations
   Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #Traffic Prediction and Management Techniques #electronic engineering #information engineering
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. 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
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