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Journal Articles
- 2024
[j3]Rihui Xie
, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting. Inf. Sci. 679: 120982 (2024)- 2020
- [j2]Jun Cao, Xuefeng Guan, Na Zhang, Xinglei Wang, Huayi Wu:
A Hybrid Deep Learning-Based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition. IEEE Access 8: 81735-81746 (2020) - 2019
- [j1]Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
Wavelet-HST: A Wavelet-Based Higher-Order Spatio-Temporal Framework for Urban Traffic Speed Prediction. IEEE Access 7: 118446-118458 (2019)
Conference and Workshop Papers
- 2023
- [c2]Fangzhou Zhou, Xianghui Zhang, Xinglei Wang, Tao Cheng:
Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls. Geoinformatics 2023: 1-5 - [c1]Xinglei Wang, Xianghui Zhang, Tao Cheng:
The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper). GIScience 2023: 80:1-80:6
Informal and Other Publications
- 2024
- [i5]Zichao Zeng, June Moh Goo, Xinglei Wang, Bin Chi, Meihui Wang, Jan Boehm:
Zero-shot Building Age Classification from Facade Image Using GPT-4. CoRR abs/2404.09921 (2024) - [i4]Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Meihui Wang, James Haworth:
V-RoAst: A New Dataset for Visual Road Assessment. CoRR abs/2408.10872 (2024) - 2023
- [i3]Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng:
Where Would I Go Next? Large Language Models as Human Mobility Predictors. CoRR abs/2308.15197 (2023) - 2020
- [i2]Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu:
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency. CoRR abs/2004.02391 (2020) - 2019
- [i1]Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu:
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network. CoRR abs/1904.06656 (2019)
Coauthor Index
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