- BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Model.- Urban fire risk prediction and spatiotemporal analysis based on machine learning.- Spatio-Temporal Diffusion Attention Networks for Vessel Flow Prediction.- Study on pollutants and greenhouse gases emission inventory making and emission prediction of Tianjin Port.- Automatic Landslide Identifification Based on High- Resolution Remote Sensing Images Using LightweightDeep Learning Network.- LCformer: Enhancing Multivariate Time Series Forecasting with Transformer Based on Lagged Correlations.- SignalingTraj: A Signaling Data based Trajectory Generation with Diffusion Model.- Research on Estimation Time of Arrival in Marine Traffic based on Large Language Model.

- HTDiff: Self-Guiding Diffusion Models for Hand Trajectory Prediction.- A Method for Ship Trajectory Repair Based on Feature Correlation and SHAP Model Interpretability.- A Maritime Route Prediction Method for Large Oil Tankers Based on IMO-MMSI Matching and EncoderLSTM Model.- Learning Sequential Features of Check-ins for User Relationship Inference.- Spatial Optimization of Fire Stations in Beijing Based on Multi-factor Fire Risk Analysis and Covering Problem Model.- A Location Label Optimization Method for Crowdsourcing Trajectory Data.- Leveraging Data Augmentation through Contrastive Self-Supervised Learning for Next Point-of-Interest Recommendation.- Deductive Inference of How Urbanization Shaped by Governmental Policy in Beijing from 2005 to 2022.

- LERI Evaluation and Driving Mechanism Analysis via GWRF Model.