Monkuu: LLM-driven natural-language query layer for geospatial DBs with live schema mapping.
Title: Monkuu: a LLM-powered natural language interface for geospatial databases with dynamic schema mapping.
城市模型 (Urban Modeling)
Urban Medical Resource Allocation Model: Equity-Efficiency Evaluation & Spatial Optimization
Title: Evaluation and Spatial Optimization Model of Urban Medical Resource Distribution Considering Equity and Efficiency
CoCA: Spatial cooperative simulation and prediction of land-population-economy in city cluster
Title: CoCA: Spatial cooperative simulation and future prediction of “land-population-economy” in urban agglomerations
A framework for synthesizing mobility data and evaluating predictive neural networks.
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
Book Chapter | Urban mobility prediction with attention and geo-info
Title: Prediction and Analysis of Urban Mobility Based on Attention Mechanism and Geographic Information Embedding
Perceiving rural China via deep learning, from street views to countryside.
Title: From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning
LandGPT: Multi-modal model for parcel land use classification using multi-source data
Title: LandGPT: a multimodal large language model for parcel-level land use classification with multi-source data
Framework for mobility data synthesis and neural network evaluation.
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
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