Xinglei Wang, Xuefeng Guan, Jun Cao,Na Zhang, Huayi Wu. Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency. Transportation Research Part C: Emerging Technologies, 2020, 119(10), 102763. (SCI, Q1)
Jun Cao, Xuefeng Guan, Na Zhang, Xinglei Wang, Huayi Wu. A Hybrid Deep Learning-based Traffic Forecasting Approach Integrating Adjacency Filtering and Frequency Decomposition. IEEE Access, 2020, 8, 81735 - 81746. (SCI)
Yuehui Qian, Weiran Xing, Xuefeng Guan, Tingting Yang, Huayi Wu. Coupling cellular automata with area partitioning and spatiotemporal convolution for dynamic land use change simulation. Science of The Total Environment, 2020,722, 137738. (SCI, Q1)
Weiran Xing, Yuehui Qian, Xuefeng Guan, Tingting Yang, Huayi Wu. A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation. Computers & Geosciences, 2020, 137, 104430. (SCI, Q2)
Xuefeng Guan, Chong Xie, Linxu Han, Yumei Zeng, Danlan Shen, Weiran Xing. MAP-Vis: A Distributed Spatio-Temporal Big Data Visualization Framework Based on a Multi-Dimensional Aggregation Pyramid Model. Applied Sciences, 2020, 10 (2), 598.(SCI)
Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu. Wavelet-HST: A Wavelet-based Higher-order Spatio-Temporal Framework for Urban Traffic Speed Prediction. IEEE Access. 2019, 7, 118446-118458. (SCI)
Tingting Yang, Xuefeng Guan, Yuehui Qian, Weiran Xing and Huayi Wu. Efficiency Evaluation of Urban Road Transport and Land Use in Hunan Province of China Based on Hybrid Data Envelopment Analysis (DEA) Models. Sustainability. 2019, 11(14), 3826. (SCI)
Xuefeng Guan, Peter van Oosterom, Bo Cheng. A Parallel N-Dimensional Space-Filling Curve Library and Its Application in Massive Point Cloud Management. ISPRS International Journal of Geo-Information. 2018, 7(8), 327. (SCI)
Xuefeng Guan, Cheng Bo, Zhenqiang Li, Yaojin Yu.ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database. Proceedings of the 25th International Conference on Geoinformatics, 2017, Buffalo, USA. (EI)
Hongyan Wang, Xuefeng Guan and Huayi Wu. A Hybrid Parallel Spatial Interpolation Algorithm for Massive LiDAR Point Clouds on Heterogeneous CPU-GPU Systems. ISPRS International Journal of Geo-Information. 2017, 6(11), 363.(SCI)
Zhenqiang Li, Xuefeng Guan, Huayi Wu and Jianya Gong. A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models. ISPRS International Journal of Geo-Information. 2017, 6(4), 93.(SCI)
Bo Cheng, Xuefeng Guan. Design and Evaluation of a High-concurrency Web Map Tile Service Framework on a High Performance Cluster. International Journal of Grid and Distributed Computing, 2016, 9 (12), 127-142. (EI)
Bo Cheng, Xuefeng Guan, Huayi Wu and Rui Li. Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms. ISPRS International Journal of Geo-Information, 2016, 5(8), 141.(SCI)
Zhenqiang Li, Xuefeng Guan, Rui Li and Huayi Wu. 4D-SAS: A Distributed Dynamic-Data Driven Simulation and Analysis System for Massive Spatial Agent-Based Modeling. ISPRS International Journal of Geo-Information, 2016, 5(4), 42. (SCI)
Bo Cheng, Xuefeng Guan, and Huayi Wu. A Hypergraph Based Task Scheduling Strategy for Massive Parallel Spatial Data Processing on Master-Slave Platforms. In Proceedings of the 23rd International Conference on GeoInformatics, IEEE, 2015, pp. 1-5. (EI)
Xuefeng Guan, Bo Cheng, Aihong Song, and Huayi Wu. Modeling Users Behavior for Testing the Performance of a Web Map Tile Service. Transactions in GIS, 2014, 18(s1): 109-125. (SSCI)
Xiaolong, Li, Jiansi Yang, Xuefeng Guan and Huayi Wu. An Event-driven Spatiotemporal Data Model (E-ST) Supporting Dynamic Expression and Simulation of Geographic Processes. Transactions in GIS, 2014, 18(s1): 76-96. (SSCI)
Huayi Wu, Xuefeng Guan, Tianming. Liu and Lan You. A High-Concurrency Web Map Tile Service Built with Open-Source Software. Modern Accelerator Technologies for Geographic Information Science (eds. X. Shi, V. Kindratenko and C. Yang), 2013, Springer US: 183-195.
Xuefeng Guan. A Robust Parallel Framework for Massive Spatial Data Processing on High Performance Clusters, International Archive of Photogrammetry & Remote Sense Spatial Information Science, XXXIX-B4,pp213-217, Melbourne, August 2012.
Xuefeng Guan, Huayi Wu and Lin Li. A Parallel Framework for Processing Massive Spatial Data with a Split–and–Merge Paradigm, Transactions in GIS, 2012, 16(6):829-843. (SSCI)
Huayi Wu, Xuefeng Guan and Jianya Gong. ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR Points on Multicore Architectures. Computers & Geosciences, 2011, 37(9):1355-1363. (SCI)
Xuefeng Guan and Huayi Wu. Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds. Computers & Geosciences, 2010, 36(10):1276-1282. (SCI)
Xuefeng Guan and Huayi Wu. Parallel optimization of IDW interpolation algorithm on multicore platform. Proceedings of 16th International Conference on GeoInformatics, June 2008.