路虽远行则将至，事虽难做则必成。漫漫长路，必见曙光。《荀子•修身》
Monkuu: LLM-powered natural language interface for geospatial databases
Title: Monkuu: a LLM-powered natural language interface for geospatial databases with dynamic schema mapping
在研课题 | 融合多因子决策与情景规划的不规则面状选址模型研究
随着城市化的快速推进，城市用地选址面临功能错位、布局零散、生态冲突等多重挑战，严重影响土地利用效率和空间适配性。因此，如何科学构建融合经济发展、生态保护与土地集约利用等多目标协同优化的选址模型，并在此基础上实现地块适宜性评估与空间配置优化，对提升土地资源利用效能、协调建设与生态关系、支撑城市可持续发展具有重要意义。
Equitable and Efficient Urban Medical Resource Optimization
Title: Evaluation and Spatial Optimization Model of Urban Medical Resource Distribution Considering Equity and Efficiency
在研课题 | 面向网约车场景的多层次时空划分与表征驱动的供需预测方法研究
近年来，随着移动互联网的发展和城市化进程加快，网约车出行已成为城市交通的重要组成部分。网约车市场的供需动态平衡是平台运营的重要命题，它依赖于时空资源的最优匹配，其中供需会直接影响运营效率与服务质量。
CoCA: Spatial Cooperative Simulation of Land-Population-Economy in Urban Agglomerations
Title: CoCA: Spatial cooperative simulation and future prediction of “land-population-economy” in urban agglomerations
Causal Mobility Synthesis and Evaluation
Title: A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
Book Chapter | Urban Mobility Prediction with Attention and Geo-Embedding
Title: Prediction and Analysis of Urban Mobility Based on Attention Mechanism and Geographic Information Embedding
Large-Scale Perception of Rural China from Street View Imagery Using Deep Learning
Title: From Street View Imagery to the Countryside: Large-Scale Perception of Rural China Using Deep Learning
Greenery and Active Travel in Older Adults
Title: Exploring the nonlinear effects of greenery on active travel among the ageing population
Crowd Prediction and Simulation in Disaster Scenarios Based on Geographical Foundation Models
Research title:Crowd Prediction and Simulation in Disaster Scenarios Based on Geographical Foundation Models
