Xinglei Wang

19 papers Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A unified multi-subgraph pre-training framework for spatio-temporal graph.
Knowl. Based Syst.
Mingze Zhong, Zexuan Long, Xinglei Wang, Tao Cheng, Meng Fang, Ling Chen
2025 J jnl
Beyond AlphaEarth: Toward Human-Centered Spatial Representation via POI-Guided Contrastive Learning.
CoRR
Junyuan Liu, Quan Qin, Guangsheng Dong, Xinglei Wang, Jiazhuang Feng, Zichao Zeng, Tao Cheng
2025 — conf
Enriching Location Representation with Detailed Semantic Information.
GIScience
Junyuan Liu, Xinglei Wang, Tao Cheng
2025 J jnl
Enriching Location Representation with Detailed Semantic Information.
CoRR
Junyuan Liu, Xinglei Wang, Tao Cheng
2025 — conf
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
SIGSPATIAL/GIS
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Ilya Ilyankou, Junyuan Liu, Lu Yin, Weiming Huang, Natchapon Jongwiriyanurak
2025 J jnl
Multi-modal contrastive learning of urban space representations from POI data.
Comput. Environ. Urban Syst.
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu
2025 — conf
V-RoAst: Visual Road Assessment Can VLM be a Road Safety Assessor using the iRAP Standard?
ICCVW
Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Nicola Christie, Meihui Wang, Huanfa Chen, James Haworth
2024 J jnl
HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting.
Inf. Sci.
Rihui Xie, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu
2024 J jnl
Multimodal Contrastive Learning of Urban Space Representations from POI Data.
CoRR
Xinglei Wang, Tao Cheng, Stephen Law, Zichao Zeng, Lu Yin, Junyuan Liu
2024 J jnl
V-RoAst: A New Dataset for Visual Road Assessment.
CoRR
Natchapon Jongwiriyanurak, Zichao Zeng, June Moh Goo, Xinglei Wang, Ilya Ilyankou, Kerkritt Srirrongvikrai, Meihui Wang, James Haworth
2024 J jnl
Zero-shot Building Age Classification from Facade Image Using GPT-4.
CoRR
Zichao Zeng, June Moh Goo, Xinglei Wang, Bin Chi, Meihui Wang, Jan Boehm
2023 — conf
Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls.
Geoinformatics
Fangzhou Zhou, Xianghui Zhang, Xinglei Wang, Tao Cheng
2023 — conf
The Ups and Downs of London High Streets Throughout COVID-19 Pandemic: Insights from Footfall-Based Clustering Analysis (Short Paper).
GIScience
Xinglei Wang, Xianghui Zhang, Tao Cheng
2023 J jnl
Where Would I Go Next? Large Language Models as Human Mobility Predictors.
CoRR
Xinglei Wang, Meng Fang, Zichao Zeng, Tao Cheng
2020 J jnl
A Hybrid Deep Learning-Based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition.
IEEE Access
Jun Cao, Xuefeng Guan, Na Zhang, Xinglei Wang, Huayi Wu
2020 J jnl
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
Xinglei Wang, Xuefeng Guan, Jun Cao, Na Zhang, Huayi Wu
2019 J jnl
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network.
CoRR
Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu
2019 J jnl
Wavelet-HST: A Wavelet-Based Higher-Order Spatio-Temporal Framework for Urban Traffic Speed Prediction.
IEEE Access
Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu