Dingyi Zhuang

Inductive Graph Neural Networks for Spatiotemporal Kriging

Yuankai Wu, Dingyi Zhuang, Aurélie Labbe et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 143 citations · Full text

Geometric Learning, Graph Neural Network, Engineering +15

Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks

Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 43 citations · Full text

Artificial Intelligence, Geometric Learning, Transport Network Analysis +19

Low-Rank Hankel Tensor Completion for Traffic Speed Estimation

Xudong Wang, Yuankai Wu, Dingyi Zhuang et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 42 citations

Mathematical Programming, Sparse Observations, Tensor Rank +12

Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks

Qingyi Wang, Shenhao Wang, Dingyi Zhuang et al. · IEEE Transactions on Intelligent Transportation Systems · 2024 · 31 citations

Transport Network Analysis, Engineering, Machine Learning +20

Understanding the bike sharing travel demand and cycle lane network: The case of Shanghai

Dingyi Zhuang, Jian Gang Jin, Yifan Shen et al. · International Journal of Sustainable Transportation · 2019 · 25 citations