A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data. - Lina Huang; Tinghua Ai; Peter van Oosterom; Xiongfeng Yan; Min Yang 006 (ISPRS Int. J. Geo Inf., 2017)

Template Matching and Simplification Method for Building Features Based on Shape Cognition. - Xiongfeng Yan; Tinghua Ai; Xiang Zhang 010 (ISPRS Int. J. Geo Inf., 2017)

Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper). - Xiongfeng Yan; Tinghua Ai (GIScience, 2018)

Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network. - Xiongfeng Yan; Tinghua Ai (CoRR, 2018)

A map-algebra-based method for automatic change detection and spatial data updating across multiple scales. - Min Yang 006; Tinghua Ai; Xiongfeng Yan; Yuanyuan Chen; Xiang Zhang 010 (Trans. GIS, 2018)

Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm. - Tinghua Ai; Rui Xin 001; Xiongfeng Yan; Min Yang 006; Bo Ai 002 (IEEE Access, 2019)

Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. - Xiongfeng Yan; Tinghua Ai; Min Yang 006; Xiaohua Tong (Int. J. Geogr. Inf. Sci., 2021)

Building Typification in Map Generalization Using Affinity Propagation Clustering. - Xiongfeng Yan; Huan Chen; Haoran Huang; Qian Liu; Min Yang 006 (ISPRS Int. J. Geo Inf., 2021)

Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method. - Min Yang 006; Bo Kong; Ruirong Dang; Xiongfeng Yan (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Detecting interchanges in road networks using a graph convolutional network approach. - Min Yang 006; Chenjun Jiang; Xiongfeng Yan; Tinghua Ai; Minjun Cao; Wenyuan Chen (Int. J. Geogr. Inf. Sci., 2022)

A hybrid approach to building simplification with an evaluator from a backpropagation neural network. - Min Yang 006; Tuo Yuan; Xiongfeng Yan; Tinghua Ai; Chenjun Jiang (Int. J. Geogr. Inf. Sci., 2022)

A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects. - Xiongfeng Yan; Min Yang 006 (ISPRS Int. J. Geo Inf., 2022)

A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions. - Min Yang 006; Lingya Cheng; Minjun Cao; Xiongfeng Yan (ISPRS Int. J. Geo Inf., 2022)

Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor. - Min Yang 006; Haoran Huang; Yiqi Zhang; Xiongfeng Yan (ISPRS Int. J. Geo Inf., 2022)

A Novel Approach for Multiscale Lunar Crater Detection by the Use of Path-Profile and Isolation Forest Based on High-Resolution Planetary Images. - Yaqiong Wang; Huan Xie; Qian Huang; Yaxuan Feng; Xiongfeng Yan; Xiaohua Tong; Shijie Liu; Sicong Liu 001; Xiong Xu; Chao Wang 092; Yanmin Jin; Xinyi Zhang (IEEE Trans. Geosci. Remote. Sens., 2022)

Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters. - Yaqiong Wang; Huan Xie; Qian Huang; Xiongfeng Yan; Shijie Liu; Zhen Ye; Chao Wang 092; Xiong Xu; Sicong Liu 001; Yanmin Jin; Xiaohua Tong (IEEE Trans. Geosci. Remote. Sens., 2024)

A graph-based neural network approach to integrate multi-source data for urban building function classification. - Bo Kong; Tinghua Ai; Xinyan Zou; Xiongfeng Yan; Min Yang 006 (Comput. Environ. Urban Syst., 2024)

Line simplification with sidedness relationship consistency using the constrained total least squares method. - Yanmin Jin; Lejingyi Zhou; Zhengxiang Song; Lingling Wei; Xinyi Zheng; Xiaohua Tong; Xiongfeng Yan (Trans. GIS, 2024)

Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network. - Min Yang 006; Minjun Cao; Lingya Cheng; Huiping Jiang; Tinghua Ai; Xiongfeng Yan (Geo spatial Inf. Sci., 2024)

Efficient Phase Congruency-Based Feature Transform for Rapid Matching of Planetary Remote Sensing Images. - Genyi Wan; Rong Huang 001; Yusheng Xu; Zhen Ye; Qionghua You; Xiongfeng Yan; Xiaohua Tong (IEEE Geosci. Remote. Sens. Lett., 2025)

A Novel Lunar Rock Detection Method Combining Multiscale Phase Feature Type Maps and Phase Congruency Moment Maps. - Yaqiong Wang; Huan Xie; Qian Huang; Yifan Wang; Xiongfeng Yan; Xiaohua Tong; Shijie Liu; Zhen Ye; Sicong Liu 001; Xiong Xu; Chao Wang 092 (IEEE Geosci. Remote. Sens. Lett., 2025)

Safety-Prioritized Optimization of Asteroid Sample Site Selection Using Genetic Algorithm and Variable Neighborhood Tabu Search. - Huan Xie; Jie Chen; Xiongfeng Yan; Yifan Wang; Yaqiong Wang; Qingfan Zhang; Yuanting Xi; Jun Xie; Ming Yang; Yongjiu Feng; Yusheng Xu; Xiaohua Tong (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Integrating morphological knowledge of contour data and graph neural network for landform type recognition. - Bo Kong; Tinghua Ai; Min Yang 006; Hao Wu; Xiongfeng Yan; YongQuan Wang; Huafei Yu (Int. J. Geogr. Inf. Sci., 2025)