Xuefeng Guan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

Interpolation Algorithm

Cellular Automata

Top Venues

ISPRS Int. J. Geo Inf.

Comput. Environ. Urban Syst.

Publications

Rihui Xie, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu
HSeq2Seq: Hierarchical graph neural network for accurate mobile traffic forecasting. Inf. Sci. 679 (2024)
Xiangyang Yang, Xuefeng Guan, Zhaoxing Pang, Xing Kui, Huayi Wu
GridMesa: A NoSQL-based big spatial data management system with an adaptive grid approximation model. Future Gener. Comput. Syst. 155 (2024)
Changlan Yang, Xuefeng Guan, Qingyang Xu, Weiran Xing, Xiaoyu Chen, Jinguo Chen, Peng Jia
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model? Comput. Environ. Urban Syst. 111 (2024)
Xuefeng Guan, Weiran Xing, Jingbo Li, Huayi Wu
HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation. Comput. Environ. Urban Syst. 99 (2023)
Xuefeng Guan, Jingbo Li, Changlan Yang, Weiran Xing
Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion. ISPRS Int. J. Geo Inf. 12 (4) (2023)
Qingyang Xu, Xuefeng Guan, Jun Cao, Yanli Ma, Huayi Wu
MPR-GAN: A Novel Neural Rendering Framework for MLS Point Cloud With Deep Generative Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xing Zeng, Xuefeng Guan, Huayi Wu, Heping Xiao
A Data-Driven Quasi-Dynamic Traffic Assignment Model Integrating Multi-Source Traffic Sensor Data on the Expressway Network. ISPRS Int. J. Geo Inf. 10 (3) (2021)
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. Comput. Geosci. 137 (2020)
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. CoRR (2020)
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 8 (2020)
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 7 (2019)
Na Zhang, Xuefeng Guan, Jun Cao, Xinglei Wang, Huayi Wu
A Hybrid Traffic Speed Forecasting Approach Integrating Wavelet Transform and Motif-based Graph Convolutional Recurrent Neural Network. CoRR (2019)
Xuefeng Guan, Peter van Oosterom, Bo Cheng
A Parallel N-Dimensional Space-Filling Curve Library and Its Application in Massive Point Cloud Management. ISPRS Int. J. Geo Inf. 7 (8) (2018)
Xuefeng Guan, Cheng Bo, Zhenqiang Li, Yaojin Yu
ST-hash: An efficient spatiotemporal index for massive trajectory data in a NoSQL database. Geoinformatics (2017)
Zhenqiang Li, Xuefeng Guan, Huayi Wu, Jianya Gong
A Novel k-Means Clustering Based Task Decomposition Method for Distributed Vector-Based CA Models. ISPRS Int. J. Geo Inf. 6 (4) (2017)
Hongyan Wang, Xuefeng Guan, Huayi Wu
A Hybrid Parallel Spatial Interpolation Algorithm for Massive LiDAR Point Clouds on Heterogeneous CPU-GPU Systems. ISPRS Int. J. Geo Inf. 6 (11) (2017)
Zhenqiang Li, Xuefeng Guan, Rui Li, Huayi Wu
4D-SAS: A Distributed Dynamic-Data Driven Simulation and Analysis System for Massive Spatial Agent-Based Modeling. ISPRS Int. J. Geo Inf. 5 (4) (2016)
Bo Cheng, Xuefeng Guan, Huayi Wu, Rui Li
Hypergraph+: An Improved Hypergraph-Based Task-Scheduling Algorithm for Massive Spatial Data Processing on Master-Slave Platforms. ISPRS Int. J. Geo Inf. 5 (8) (2016)
Bo Cheng, Xuefeng Guan, Huayi Wu
A hypergraph based task scheduling strategy for massive parallel spatial data processing on master-slave platforms. Geoinformatics (2015)
Xuefeng Guan, Huayi Wu, Lin Li
A Parallel Framework for Processing Massive Spatial Data with a Split-and-Merge Paradigm. Trans. GIS 16 (6) (2012)
Huayi Wu, Xuefeng Guan, Jianya Gong
ParaStream: A parallel streaming Delaunay triangulation algorithm for LiDAR points on multicore architectures. Comput. Geosci. 37 (9) (2011)
Xuefeng Guan, Huayi Wu
Leveraging the power of multi-core platforms for large-scale geospatial data processing: Exemplified by generating DEM from massive LiDAR point clouds. Comput. Geosci. 36 (10) (2010)