Hu, S., Yang, Z., Xing, H., Chen, Z., Liu, W., Ao, Z., ... & Li, J. (2024). Identifying urban villages: an attention-based deep learning approach that integrates remote sensing and street-level images. International Journal of Geographical Information Science, 1-23.（唯一第一作者）
Hu, S., Xing, H., Luo, W., Wu, L., Xu, Y., Huang, W., ... & Li, T. (2023). Uncovering the association between traffic crashes and street-level built-environment features using street view images. International Journal of Geographical Information Science, 37(11), 2367-2391.（唯一第一作者）
（2）地理学一类
Hu, S., Xu, Y., Wu, L., Wu, X., Wang, R., Zhang, Z., ... & Mao, W. (2021). A framework to detect and understand thematic places of a city using geospatial data. Cities, 109, 103012.（唯一第一作者）
（3）地理学二类
Gong, X., Li, T., Wang, R., Hu, S.*, & Yuan, S. (2025). Beyond the Remote Sensing Ecological Index: A Comprehensive Ecological Quality Evaluation Using a Deep-Learning-Based Remote Sensing Ecological Index. Remote Sensing, 17(3), 558.（唯一通讯作者）
（4）其他
Hu, S., Gao, S., Wu, L., Xu, Y., Zhang, Z., Cui, H., & Gong, X. (2021). Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach. Computers, Environment and Urban Systems, 87, 101619.（唯一第一作者，高被引论文，中科院一区）
Hu, S., He, Z., Wu, L., Yin, L., Xu, Y., & Cui, H. (2020). A framework for extracting urban functional regions based on multiprototype word embeddings using points-of-interest data. Computers, Environment and Urban Systems, 80, 101442.（唯一第一作者，中科院一区）
Hu, S., Gao, S., Luo, W., Wu, L., Li, T., Xu, Y., & Zhang, Z. (2023). Revealing intra-urban hierarchical spatial structure through representation learning by combining road network abstraction model and taxi trajectory data. Annals of GIS, 29(4), 499-516.（唯一第一作者，中科院三区）
2、参与论文 （1）地理学顶尖B类
Liu, W., Cai, H., Xing, H., Hu, S., Tan, Z., & Song, C. (2025). Alleviating the resolution limit problem in spatial community detection: a local network structure-based method. International Journal of Geographical Information Science, 39(3), 510-532.（参与作者）
Xu, Y., Jin, S., Chen, Z., Xie, X., Hu, S., & Xie, Z. (2022). Application of a graph convolutional network with visual and semantic features to classify urban scenes. International Journal of Geographical Information Science, 36(10), 2009-2034.（参与作者）
（2）地理学一类
Zhang, Z., Wu, L., Tao, L., Hu, S., Long, H., Xu, Y., ... & Luo, W. (2024). Geospatial Applications in Alzheimer’s Disease Research and Beyond: A Systematic Review. Annals of the American Association of Geographers, 114(9), 1911-1929.（参与作者）
Cui, H., Wu, L., Hu, S., Lu, R., & Wang, S. (2021). Research on the driving forces of urban hot spots based on exploratory analysis and binary logistic regression model. Transactions in GIS, 25(3), 1522-1541.（参与作者）
（3）地理学二类
Cui, H., Wu, L., Hu, S., & Lu, R. (2021). Measuring the service capacity of public facilities based on a dynamic voronoi diagram. Remote Sensing, 13(5), 1027.（参与作者）
（4）其他
Liu, Y., Zhang, W., Liu, W., Tan, Z., Hu, S., Ao, Z., ... & Xing, H. (2024). Exploring the seasonal effects of urban morphology on land surface temperature in urban functional zones. Sustainable Cities and Society, 105268.（参与作者，中科院一区）
Xu, Y., Zhou, B., Jin, S., Xie, X., Chen, Z., Hu, S., & He, N. (2022). A framework for urban land use classification by integrating the spatial context of points of interest and graph convolutional neural network method. Computers, Environment and Urban Systems, 95, 101807.（参与作者，中科院一区）
Luo, W., He, L., Yang, Z., Zhang, S., Wang, Y., Liu, D., Hu, S., ... & Chen, M. (2023). Spatio-temporal heterogeneity in the international trade resilience during COVID-19. Applied Geography, 154, 102923.（参与作者，中科院二区）
