Huaiyu Wan

6.8k total citations · 4 hit papers
72 papers, 4.4k citations indexed

About

Huaiyu Wan is a scholar working on Building and Construction, Transportation and Artificial Intelligence. According to data from OpenAlex, Huaiyu Wan has authored 72 papers receiving a total of 4.4k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Building and Construction, 29 papers in Transportation and 21 papers in Artificial Intelligence. Recurrent topics in Huaiyu Wan's work include Traffic Prediction and Management Techniques (32 papers), Human Mobility and Location-Based Analysis (24 papers) and Data Management and Algorithms (14 papers). Huaiyu Wan is often cited by papers focused on Traffic Prediction and Management Techniques (32 papers), Human Mobility and Location-Based Analysis (24 papers) and Data Management and Algorithms (14 papers). Huaiyu Wan collaborates with scholars based in China, Denmark and United States. Huaiyu Wan's co-authors include Youfang Lin, Shengnan Guo, Chao Song, Ning Feng, Gao Cong, Xiucheng Li, Shijie Li, Zhaoming Chen, Zhihao Wu and Yan Lin and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and IEEE Transactions on Intelligent Transportation Systems.

In The Last Decade

Huaiyu Wan

65 papers receiving 4.3k citations

Hit Papers

Attention Based Spatial-Temporal Graph Convolutional Netw... 2019 2026 2021 2023 2019 2020 2021 2019 500 1000 1.5k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting
    2019 1.8k citations Shengnan Guo, Youfang Lin et al. profile →
  2. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
    2020 925 citations Chao Song, Youfang Lin et al. profile →
  3. Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting
    2021 434 citations Shengnan Guo, Youfang Lin et al. IEEE Transactions on Knowledge and Data Engineering profile →
  4. Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting
    2019 310 citations Shengnan Guo, Youfang Lin et al. IEEE Transactions on Intelligent Transportation Systems profile →

Peers

Huaiyu Wan
Shengnan Guo China
Zonghan Wu Australia
Chao Song China
Bowen Du China
Yanjie Duan China
Huaxiu Yao United States
Zhengbing He China
Haris N. Koutsopoulos United States
Leilei Sun China
Shengnan Guo China
Huaiyu Wan
Citations per year, relative to Huaiyu Wan Huaiyu Wan (= 1×) peers Shengnan Guo

Countries citing papers authored by Huaiyu Wan

Since Specialization
Citations

This map shows the geographic impact of Huaiyu Wan'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 Huaiyu Wan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Huaiyu Wan more than expected).

Fields of papers citing papers by Huaiyu Wan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Huaiyu Wan. 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 Huaiyu Wan. The network helps show where Huaiyu Wan may publish in the future.

Co-authorship network of co-authors of Huaiyu Wan

This figure shows the co-authorship network connecting the top 25 collaborators of Huaiyu Wan. A scholar is included among the top collaborators of Huaiyu Wan 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 Huaiyu Wan. Huaiyu Wan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Lin, Youfang, et al.. (2024). Diff-RNTraj: A Structure-Aware Diffusion Model for Road Network-Constrained Trajectory Generation. IEEE Transactions on Knowledge and Data Engineering. 36(12). 7940–7953. 8 indexed citations
2.
Wan, Huaiyu, et al.. (2024). Spatial-Temporal Cross-View Contrastive Pre-Training for Check-in Sequence Representation Learning. IEEE Transactions on Knowledge and Data Engineering. 36(12). 9308–9321.
3.
Wen, Haomin, Youfang Lin, Lixia Wu, et al.. (2024). A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects. IEEE Transactions on Knowledge and Data Engineering. 36(12). 7516–7535. 3 indexed citations
4.
Gu, Xin, et al.. (2024). Lane Change Behavior Patterns and Risk Analysis in Expressway Weaving Areas: Unsupervised Data-Mining Method. Journal of Transportation Engineering Part A Systems. 150(11). 2 indexed citations
5.
Wen, Haomin, Haoyuan Hu, Yuxuan Liang, et al.. (2024). LaDe: The First Comprehensive Last-mile Express Dataset from Industry. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 5991–6002. 6 indexed citations
6.
Lin, Yan, Yicheng Liu, Haomin Wen, et al.. (2024). UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings. IEEE Transactions on Knowledge and Data Engineering. 37(3). 1475–1494. 1 indexed citations
7.
Gong, Lu, Yan Lin, Xinyue Zhang, et al.. (2024). Mobility-LLM: Learning Visiting Intentions and Travel Preferences from Human Mobility Data with Large Language Models. arXiv (Cornell University). 2 indexed citations
8.
Li, Youru, et al.. (2023). Adversarial self-attentive time-variant neural networks for multi-step time series forecasting. Expert Systems with Applications. 231. 120722–120722. 11 indexed citations
9.
Wan, Huaiyu, et al.. (2023). Towards Enhancing Relational Rules for Knowledge Graph Link Prediction. 10082–10097. 4 indexed citations
10.
Wen, Haomin, Youfang Lin, Huaiyu Wan, et al.. (2023). Enough Waiting for the Couriers: Learning to Estimate Package Pick-up Arrival Time from Couriers’ Spatial-Temporal Behaviors. ACM Transactions on Intelligent Systems and Technology. 14(3). 1–22. 10 indexed citations
11.
Wang, Jing, et al.. (2023). Spatial–temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecasting. Expert Systems with Applications. 238. 122143–122143. 5 indexed citations
12.
Wen, Haomin, Youfang Lin, Yuxuan Hu, et al.. (2023). Modeling Spatial–Temporal Constraints and Spatial-Transfer Patterns for Couriers’ Package Pick-up Route Prediction. IEEE Transactions on Intelligent Transportation Systems. 24(12). 13787–13800. 4 indexed citations
13.
Lin, Youfang, et al.. (2023). Inductive and adaptive graph convolution networks equipped with constraint task for spatial–temporal traffic data kriging. Knowledge-Based Systems. 284. 111325–111325. 8 indexed citations
14.
Wen, Haomin, Youfang Lin, Huaiyu Wan, et al.. (2023). DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 1–12. 50 indexed citations
15.
Wen, Haomin, et al.. (2023). DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction. 4628–4637. 6 indexed citations
16.
Guo, Shengnan, et al.. (2023). Spatial-Temporal Uncertainty-Aware Graph Networks for Promoting Accuracy and Reliability of Traffic Forecasting. SSRN Electronic Journal. 1 indexed citations
17.
Lin, Youfang, et al.. (2022). Spatial-Temporal Position-Aware Graph Convolution Networks for Traffic Flow Forecasting. IEEE Transactions on Intelligent Transportation Systems. 24(8). 8650–8666. 39 indexed citations
18.
Wen, Haomin, Youfang Lin, Huaiyu Wan, et al.. (2022). DeepRoute+: Modeling Couriers’ Spatial-temporal Behaviors and Decision Preferences for Package Pick-up Route Prediction. ACM Transactions on Intelligent Systems and Technology. 13(2). 1–23. 11 indexed citations
19.
Lin, Youfang, Haomin Wen, Yunxiao Liu, et al.. (2022). Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows. IEEE Transactions on Intelligent Transportation Systems. 23(11). 20202–20216. 11 indexed citations
20.
Zhao, Yi, et al.. (2019). Improving Relation Classification by Entity Pair Graph. Asian Conference on Machine Learning. 1156–1171. 13 indexed citations

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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