Framework for mobility data synthesis and neural network evaluation.
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
城市模型 (Urban Modeling)
MSLU-100K: A Large Multi-Source Dataset for Land Use Analysis in Major Chinese Cities
Title: MSLU-100K: A Large Multi-Source Dataset for Land Use Analysis in Major Chinese Cities
Interpreting urban morphology and functions with explainable graph neural networks
Title: Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
Urban Morphology-Function Link via Explainable Graph Neural Network
Title: Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
Explainable mapping of the irregular land use parcel with a data fusion deep learning model
Title: Explainable mapping of the irregular land use parcel with a data fusion deep learning model
Exploring Transfer-Out Land Parcels for Urban Development Under ELC Policy in China
Title: A Framework for Exploring “Transfer-Out” Land Parcels for Urban Development Under the Ecological Control Line (ECL) Policy in China
Individual mobility prediction by considering traveling features and historical activity chain
Title: Individual mobility prediction by considering current traveling features and historical activity chain
Urban sensing in the era of large language models
Title: Urban sensing in the era of large language models
Resilience Patterns of Multiscale Human Mobility Under Extreme Rainfall Using Trajectory Data
Title: Resilience Patterns of Multiscale Human Mobility Under Extreme Rainfall Events Using Massive Individual Trajectory Data
Urban region representation learning incorporating transition, spatial, and temporal perspectives
Title: Urban region representation learning with human trajectories: a multi-view approach incorporating transition, spatial, and temporal perspectives