Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds. - Xuefeng Guan; Huayi Wu (Comput. Geosci., 2010)

ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR points on multicore architectures. - Huayi Wu; Xuefeng Guan; Jianya Gong (Comput. Geosci., 2011)

A Parallel Framework for Processing Massive Spatial Data with a Split-and-Merge Paradigm. - Xuefeng Guan; Huayi Wu; Lin Li (Trans. GIS, 2012)

A hypergraph based task scheduling strategy for massive parallel spatial data processing on master-slave platforms. - Bo Cheng; Xuefeng Guan; Huayi Wu (Geoinformatics, 2015)

Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms. - Bo Cheng; Xuefeng Guan; Huayi Wu; Rui Li 046 (ISPRS Int. J. Geo Inf., 2016)

4D-SAS: A Distributed Dynamic-Data Driven Simulation and Analysis System for Massive Spatial Agent-Based Modeling. - Zhenqiang Li; Xuefeng Guan; Rui Li 046; Huayi Wu (ISPRS Int. J. Geo Inf., 2016)

ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database. - Xuefeng Guan; Cheng Bo; Zhenqiang Li; Yaojin Yu (Geoinformatics, 2017)

A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models. - Zhenqiang Li; Xuefeng Guan; Huayi Wu; Jianya Gong (ISPRS Int. J. Geo Inf., 2017)

A Hybrid Parallel Spatial Interpolation Algorithm for Massive LiDAR Point Clouds on Heterogeneous CPU-GPU Systems. - Hongyan Wang; Xuefeng Guan; Huayi Wu (ISPRS Int. J. Geo Inf., 2017)

A Parallel N-Dimensional Space-Filling Curve Library and Its Application in Massive Point Cloud Management. - Xuefeng Guan; Peter van Oosterom; Bo Cheng (ISPRS Int. J. Geo Inf., 2018)

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)

A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation. - Weiran Xing; Yuehui Qian; Xuefeng Guan; Tingting Yang; Huayi Wu (Comput. Geosci., 2020)

A Data-Driven Quasi-Dynamic Traffic Assignment Model Integrating Multi-Source Traffic Sensor Data on the Expressway Network. - Xing Zeng; Xuefeng Guan; Huayi Wu; Heping Xiao (ISPRS Int. J. Geo Inf., 2021)

MPR-GAN: A Novel Neural Rendering Framework for MLS Point Cloud With Deep Generative Learning. - Qingyang Xu; Xuefeng Guan; Jun Cao; Yanli Ma; Huayi Wu (IEEE Trans. Geosci. Remote. Sens., 2022)

Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion. - Xuefeng Guan; Jingbo Li; Changlan Yang; Weiran Xing (ISPRS Int. J. Geo Inf., 2023)

HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation. - Xuefeng Guan; Weiran Xing; Jingbo Li; Huayi Wu (Comput. Environ. Urban Syst., 2023)

GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks. - Shuyang Hou; Zhangxiao Shen; Anqi Zhao; Jianyuan Liang; Zhipeng Gui; Xuefeng Guan; Rui Li 046; Huayi Wu (CoRR, 2024)

GridMesa: A NoSQL-based big spatial data management system with an adaptive grid approximation model. - Xiangyang Yang; Xuefeng Guan; Zhaoxing Pang; Xing Kui; Huayi Wu (Future Gener. Comput. Syst., 2024)

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

How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model? - Changlan Yang; Xuefeng Guan; Qingyang Xu; Weiran Xing; Xiaoyu Chen; Jinguo Chen; Peng Jia 001 (Comput. Environ. Urban Syst., 2024)

GeoCode-GPT: A large language model for geospatial code generation. - Shuyang Hou; Zhangxiao Shen; Anqi Zhao; Jianyuan Liang; Zhipeng Gui; Xuefeng Guan; Rui Li 046; Huayi Wu (Int. J. Appl. Earth Obs. Geoinformation, 2025)

MVCF-TMI: A Travel Mode Identification Framework via Contrastive Fusion of Multi-View Trajectory Representations. - Yutian Lei; Xuefeng Guan; Huayi Wu (ISPRS Int. J. Geo Inf., 2025)

AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models. - Shuyang Hou; Zhangxiao Shen; Huayi Wu; Jianyuan Liang; Haoyue Jiao; Yaxian Qing; Xiaopu Zhang; Xu Li; Zhipeng Gui; Xuefeng Guan; Longgang Xiang (CoRR, 2025)

Enhancing outlying growth simulation in urban cellular automata via intelligent extraction-fusion of land suitability and neighborhood effects: a case study of Wuhan, China. - Qingyang Xu; Xuefeng Guan; Changlan Yang; Weiran Xing; Xiaoyu Chen; Huayi Wu (Geo spatial Inf. Sci., 2025)

AutoGEEval++: A Multi-Level and Multi-Geospatial-Modality Automated Evaluation Framework for Large Language Models in Geospatial Code Generation on Google Earth Engine. - Shuyang Hou; Zhangxiao Shen; Huayi Wu; Haoyue Jiao; Ziqi Liu; Lutong Xie; Chang Liu; Jianyuan Liang; Yaxian Qing; Xiaopu Zhang; Dehua Peng; Zhipeng Gui; et al. (CoRR, 2025)

GeoJSEval: An Automated Evaluation Framework for Large Language Models on JavaScript-Based Geospatial Computation and Visualization Code Generation. - Guanyu Chen; Haoyue Jiao; Shuyang Hou; Ziqi Liu; Lutong Xie; Shaowen Wu; Huayi Wu; Xuefeng Guan; Zhipeng Gui (CoRR, 2025)