Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency. - Xiuyuan Zhang; Shihong Du; Yi-Chen Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Urban scene classification with VHR images. - Shihong Du; Xiuyuan Zhang; Luo Guo (JURSE, 2017)

Classifying natural-language spatial relation terms with random forest algorithm. - Shihong Du; Xiaonan Wang; Chen-Chieh Feng; Xiuyuan Zhang (Int. J. Geogr. Inf. Sci., 2017)

Interpreting the Fuzzy Semantics of Natural-Language Spatial Relation Terms with the Fuzzy Random Forest Algorithm. - Xiaonan Wang; Shihong Du; Chen-Chieh Feng; Xueying Zhang; Xiuyuan Zhang (ISPRS Int. J. Geo Inf., 2018)

Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images. - Xiuyuan Zhang; Shihong Du; Qiao Wang; Weiqi Zhou (Remote. Sens., 2018)

Semantic and Spatial Co-Occurrence Analysis on Object Pairs for Urban Scene Classification. - Xiuyuan Zhang; Shihong Du; Yuan Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Interpretation of Generic Language is Dependent on Listener's Background Knowledge. - Xiuyuan Zhang; Daniel Yurovsky (CogSci, 2019)

Learning Self-Adaptive Scales for Extracting Urban Functional Zones From Very-High-Resolution Satellite Images. - Xiuyuan Zhang; Shihong Du (IGARSS, 2019)

Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach. - Shouji Du; Shihong Du; Bo Liu 080; Xiuyuan Zhang (Remote. Sens., 2019)

Modelling the Spectral Uncertainty of Geographic Features in High-Resolution Remote Sensing Images: Semi-Supervising and Weighted Interval Type-2 Fuzzy C-Means Clustering. - Jifa Guo; Shihong Du; Hongyuan Huo; Shouji Du; Xiuyuan Zhang (Remote. Sens., 2019)

Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach. - Bo Liu 080; Shihong Du; Shouji Du; Xiuyuan Zhang (Remote. Sens., 2020)

Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images. - Shouji Du; Shihong Du; Bo Liu 080; Xiuyuan Zhang (Int. J. Digit. Earth, 2021)

Willingness to Interact Increases When Opponents Offer Specific Evidence. - Benjamin F. Scheve; Xiuyuan Zhang; Frank Keil (CogSci, 2022)

People Have Systematically Different Intuitions about Ownership even in Seemingly Simple Cases. - Xiuyuan Zhang; Paul Bloom; Julian Jara-Ettinger (CogSci, 2022)

Thinking about doing: Representations of skill learning. - Xiuyuan Zhang; Samuel D. McDougle; Julia A. Leonard (CogSci, 2022)

Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning. - Lubin Bai; Shihong Du; Xiuyuan Zhang; Haoyu Wang; Bo Liu 080; Song Ouyang (IEEE Trans. Geosci. Remote. Sens., 2022)

Children's developing understanding of learning as improvement over time. - Xiuyuan Zhang; Brandon Carrillo; Julia A. Leonard (CogSci, 2023)

MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network. - Song Ouyang; Shihong Du; Xiuyuan Zhang; Shouhang Du; Lubin Bai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Synergistic Classification of Multilevel Land Patches (SC-MLPs): Reducing Conflicts and Improving Mapping Results for Land Uses and Functional Spaces With Very-High-Resolution Satellite Imagery. - Xiuyuan Zhang; Shuping Xiong; Xiaoyan Dong; Shihong Du (IEEE Trans. Geosci. Remote. Sens., 2023)

Improved Road Extraction Models through Semi-Supervised Learning with ACCT. - Hao Yu; Shihong Du; Zhenshan Tan; Xiuyuan Zhang; Zhijiang Li (ISPRS Int. J. Geo Inf., 2024)

AP-Semi: Improving the Semi-Supervised Semantic Segmentation for VHR Images Through Adaptive Data Augmentation and Prototypical Sample Guidance. - Lubin Bai; Haoyu Wang; Xiuyuan Zhang; Wei Qin; Bo Liu 080; Shihong Du (IEEE Trans. Geosci. Remote. Sens., 2024)

Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves. - Haoyu Wang; Lubin Bai; Shuping Xiong; Shihong Du; Xiuyuan Zhang (Int. J. Digit. Earth, 2024)

Mapping global annual urban land cover fractions (2001-2020) derived with multi-objective deep learning. - Haoyu Wang; Qian Wang; Xiuyuan Zhang; Shihong Du; Lubin Bai; Shuping Xiong (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Patch-Level and Neighborhood-Dependency Spatial Optimization Method (PNO): Application to Urban Land-Use Planning to Facilitate Both Socio-Economic and Environmental Development in Beijing. - Yuhan Cheng; Xiuyuan Zhang; Qi Zhou 003; Xiaoyan Dong; Shihong Du (ISPRS Int. J. Geo Inf., 2025)

Object-Based Urban Land-Use Change Detection With Siamese Network and Hierarchical Clustering. - Song Ouyang; Shihong Du; Xiuyuan Zhang; Haoyu Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

Retrieving Historical Images at 10-m Resolution From 1985 to 2015 Through STARS-Net: A Spatiotemporal Attention Referenced Super-Resolution Network. - Shuping Xiong; Xiuyuan Zhang; Haoyu Wang; Yichen Lei; Ge Tan; Shihong Du (IEEE Trans. Geosci. Remote. Sens., 2025)

Interpreting natural language descriptions of the topological relations of enclaves. - Xiaonan Wang; Xiuyuan Zhang (J. Geogr. Syst., 2025)