Dingyi Zhuang

488 total citations
16 papers, 243 citations indexed

About

Dingyi Zhuang is a scholar working on Building and Construction, Transportation and Automotive Engineering. According to data from OpenAlex, Dingyi Zhuang has authored 16 papers receiving a total of 243 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Building and Construction, 10 papers in Transportation and 3 papers in Automotive Engineering. Recurrent topics in Dingyi Zhuang's work include Traffic Prediction and Management Techniques (10 papers), Transportation Planning and Optimization (8 papers) and Human Mobility and Location-Based Analysis (8 papers). Dingyi Zhuang is often cited by papers focused on Traffic Prediction and Management Techniques (10 papers), Transportation Planning and Optimization (8 papers) and Human Mobility and Location-Based Analysis (8 papers). Dingyi Zhuang collaborates with scholars based in United States, China and United Kingdom. Dingyi Zhuang's co-authors include Lijun Sun, Yuankai Wu, Aurélie Labbe, Shenhao Wang, Jinhua Zhao, Haris N. Koutsopoulos, Jian Gang Jin, Wei Jiang, Qingyi Wang and Yifan Shen and has published in prestigious journals such as Building and Environment, IEEE Transactions on Intelligent Transportation Systems and Accident Analysis & Prevention.

In The Last Decade

Dingyi Zhuang

14 papers receiving 240 citations

Peers

Countries citing papers authored by Dingyi Zhuang

Since Specialization

Citations

This map shows the geographic impact of Dingyi Zhuang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dingyi Zhuang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dingyi Zhuang more than expected).

Fields of papers citing papers by Dingyi Zhuang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dingyi Zhuang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dingyi Zhuang. The network helps show where Dingyi Zhuang may publish in the future.

Co-authorship network of co-authors of Dingyi Zhuang

This figure shows the co-authorship network connecting the top 25 collaborators of Dingyi Zhuang. A scholar is included among the top collaborators of Dingyi Zhuang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dingyi Zhuang. Dingyi Zhuang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

#	Work	Indexed citations
1	Human-guided urban form generation using multimodal diffusion models 2025 ·Building and Environment ·(unknown), Yuebing Liang, Shenhao Wang, (unknown), Qingyi Wang, Dingyi Zhuang, Tian Li, Jinhua Zhao	1
2	Reliable imputation of incomplete crash data for predicting driver injury severity 2025 ·Accident Analysis & Prevention ·(unknown), (unknown), Dingyi Zhuang, James Haworth, Shenhao Wang, (unknown), Huanfa Chen	1
3	Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study 2025 ·Dingyi Zhuang, (unknown), (unknown), (unknown), Shenhao Wang, Jinhua Zhao	0
4	Time Series Supplier Allocation via Deep Black-Litterman Model 2025 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Wentao Zhang, Yuchen Fang, (unknown), (unknown), (unknown), Dingyi Zhuang, (unknown)	0
5	Uncertainty-aware probabilistic graph neural networks for road-level traffic crash prediction 2024 ·Accident Analysis & Prevention ·(unknown), (unknown), James Haworth, Dingyi Zhuang, Shenhao Wang, Huanfa Chen, Stephen Law	10
6	Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks 2024 ·IEEE Transactions on Intelligent Transportation Systems ·Qingyi Wang, Shenhao Wang, Dingyi Zhuang, Haris N. Koutsopoulos, Jinhua Zhao	11
7	Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction 2023 ·(unknown), Dingyi Zhuang, (unknown), (unknown), (unknown), (unknown)	11
8	Fairness-Enhancing Deep Learning for Ride-Hailing Demand Prediction 2023 ·IEEE Open Journal of Intelligent Transportation Systems ·(unknown), Qingyi Wang, Dingyi Zhuang, Shenhao Wang, Jinhua Zhao	8
9	ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-Temporal Graph Attention and Bidirectional Recurrent United Neural Networks 2023 ·(unknown), Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun, Shenhao Wang, Yulin Hu	8
10	Low-Rank Hankel Tensor Completion for Traffic Speed Estimation 2023 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), (unknown), Dingyi Zhuang, Lijun Sun	32
11	Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks 2022 ·Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining ·Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao	24
12	The Braess's Paradox in Dynamic Traffic 2022 ·2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) ·Dingyi Zhuang, Yuzhu Huang, (unknown), Jinhua Zhao, (unknown), Cathy Wu	1
13	A Universal Framework of Spatiotemporal Bias Block for Long-Term Traffic Forecasting 2022 ·IEEE Transactions on Intelligent Transportation Systems ·Fuqiang Liu, Jiawei Wang, (unknown), Dingyi Zhuang, Luis Miranda-Moreno, Lijun Sun	8
14	Inductive Graph Neural Networks for Spatiotemporal Kriging 2021 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Yuankai Wu, Dingyi Zhuang, Aurélie Labbe, Lijun Sun	99
15	From compound word to metropolitan station: Semantic similarity analysis using smart card data 2020 ·Transportation Research Part C Emerging Technologies ·Dingyi Zhuang, (unknown), Der‐Horng Lee, Jian Gang Jin	13
16	Understanding the bike sharing travel demand and cycle lane network: The case of Shanghai 2019 ·International Journal of Sustainable Transportation ·Dingyi Zhuang, Jian Gang Jin, Yifan Shen, Wei Jiang	16

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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