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)

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)

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)

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)

Customer Profiling Based on Mobile Apps GPS Data : A Case Study on Westfield Shopping Malls. - Fangzhou Zhou; Xianghui Zhang; Xinglei Wang; Tao Cheng 004 (Geoinformatics, 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 004 (GIScience, 2023)

Where Would I Go Next? Large Language Models as Human Mobility Predictors. - Xinglei Wang; Meng Fang; Zichao Zeng; Tao Cheng 004 (CoRR, 2023)

Zero-shot Building Age Classification from Facade Image Using GPT-4. - Zichao Zeng; June Moh Goo; Xinglei Wang; Bin Chi; Meihui Wang; Jan Boehm 001 (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)

Multimodal Contrastive Learning of Urban Space Representations from POI Data. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Lu Yin 006; Junyuan Liu (CoRR, 2024)

HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting. - Rihui Xie; Xuefeng Guan; Jun Cao; Xinglei Wang; Huayi Wu (Inf. Sci., 2024)

Enriching Location Representation with Detailed Semantic Information. - Junyuan Liu; Xinglei Wang; Tao Cheng 004 (GIScience, 2025)

Multi-modal contrastive learning of urban space representations from POI data. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Lu Yin 006; Junyuan Liu (Comput. Environ. Urban Syst., 2025)

Into the Unknown: Applying Inductive Spatial-Semantic Location Embeddings for Predicting Individuals' Mobility Beyond Visited Places. - Xinglei Wang; Tao Cheng 004; Stephen Law; Zichao Zeng; Ilya Ilyankou; Junyuan Liu; Lu Yin 006; Weiming Huang; Natchapon Jongwiriyanurak (CoRR, 2025)