Concepedia

Dingyi Zhuang

DZ

Statistics

Publications

14

Citations

487

H-Index

13

Active since

2019

Affiliations

Massachusetts Institute of Technology(Current)

McGill University

University of Florida

Peking University

Shanghai Jiao Tong University

Dingyi Zhuang is an author at Massachusetts Institute of Technology specializing in computing, machine learning, and transportation.

Publications per year

2019–2024

14

Publications

14

Inductive Graph Neural Networks for Spatiotemporal Kriging

Yuankai Wu, Dingyi Zhuang, Aurélie Labbe et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 151 citations · Full text

Computing, Computer Science, Geoinformatics +17

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 · 48 citations · Full text

Computing, Computer Science, Data Science +17

Low-Rank Hankel Tensor Completion for Traffic Speed Estimation

Xudong Wang, Yuankai Wu, Dingyi Zhuang et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 46 citations

Computing, Data Science, Mathematics +17

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 · 39 citations

Computing, Computational Engineering, Transportation Planning +17

Uncertainty-aware probabilistic graph neural networks for road-level traffic crash prediction

Xiaowei Gao, Xinke Jiang, James Haworth et al. · Accident Analysis & Prevention · 2024 · 34 citations · Full text

Engineering, Automotive Engineering, Computer Science +14

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