Xinglei Wang

According to our database, Xinglei Wang authored at least 18 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CITYREP: A Unified Benchmark for Urban Representations Across Cities, Tasks, and Modalities.

Junyuan Liu, Xinglei Wang, Zichao Zeng, Jiazhuang Feng, Quan Qin, Ilya Ilyankou, Guangsheng Dong, Tao Cheng

CoRR, May, 2026

2025

Beyond AlphaEarth: Toward Human-Centered Spatial Representation via POI-Guided Contrastive Learning.

Junyuan Liu, Quan Qin, Guangsheng Dong, Xinglei Wang, Jiazhuang Feng, Zichao Zeng, Tao Cheng

CoRR, October, 2025

Multi-modal contrastive learning of urban space representations from POI data.

Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu

Comput. Environ. Urban Syst., 2025

A unified multi-subgraph pre-training framework for spatio-temporal graph.

Mingze Zhong, Zexuan Long, Xinglei Wang, Tao Cheng, Meng Fang, Ling Chen

Knowl. Based Syst., 2025

V-RoAst: Visual Road Assessment Can VLM be a Road Safety Assessor using the iRAP Standard?

Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Nicola Christie, Meihui Wang, Huanfa Chen, James Haworth

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Enriching Location Representation with Detailed Semantic Information.

Junyuan Liu, Xinglei Wang, Tao Cheng

Proceedings of the 13th International Conference on Geographic Information Science, 2025

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.

Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

2024

HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting.

Rihui Xie, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu

Inf. Sci., 2024

Multimodal Contrastive Learning of Urban Space Representations from POI Data.

Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu

CoRR, 2024

V-RoAst: A New Dataset for Visual Road Assessment.

Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Meihui Wang, James Haworth

CoRR, 2024

Zero-shot Building Age Classification from Facade Image Using GPT-4.

Zichao Zeng, June Moh Goo, Xinglei Wang, Bin Chi, Meihui Wang, Jan Boehm

CoRR, 2024

2023

Where Would I Go Next? Large Language Models as Human Mobility Predictors.

Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng

CoRR, 2023

The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper).

Xinglei Wang, Xianghui Zhang, Tao Cheng

Proceedings of the 12th International Conference on Geographic Information Science, 2023

Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls.

Fangzhou Zhou, Xianghui Zhang, Xinglei Wang, Tao Cheng

Proceedings of the 2023 30th International Conference on Geoinformatics, 2023

2020

Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency.

Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu

CoRR, 2020

A Hybrid Deep Learning-Based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition.

Jun Cao, Xuefeng Guan, Na Zhang, Xinglei Wang, Huayi Wu

IEEE Access, 2020

2019

A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network.

Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu

CoRR, 2019

Wavelet-HST: A Wavelet-Based Higher-Order Spatio-Temporal Framework for Urban Traffic Speed Prediction.

Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu

IEEE Access, 2019