WSGAN: An Improved Generative Adversarial Network for Remote Sensing Image Road Network Extraction by Weakly Supervised Processing. - Anna Hu; Siqiong Chen; Liang Wu 005; Zhong Xie; Qinjun Qiu; Yongyang Xu (Remote. Sens., 2021)

DA-RoadNet: A Dual-Attention Network for Road Extraction From High Resolution Satellite Imagery. - Jie Wan; Zhong Xie; Yongyang Xu; Siqiong Chen; Qinjun Qiu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Chinese toponym recognition with variant neural structures from social media messages based on BERT methods. - Kai Ma 004; Yongjian Tan; Zhong Xie; Qinjun Qiu; Siqiong Chen (J. Geogr. Syst., 2022)

Boundary Shape-Preserving Model for Building Mapping From High-Resolution Remote Sensing Images. - Anna Hu; Liang Wu 005; Siqiong Chen; Yongyang Xu; Haitao Wang; Zhong Xie (IEEE Trans. Geosci. Remote. Sens., 2023)

VE-GCN: A Geography-Aware Approach for Polyline Simplification in Cartographic Generalization. - Siqiong Chen; Anna Hu; Yongyang Xu; Haitao Wang; Zhong Xie (ISPRS Int. J. Geo Inf., 2025)

Building pattern recognition by using an edge-attention multi-head graph convolutional network. - Haitao Wang; Yongyang Xu; Anna Hu; Xuejing Xie; Siqiong Chen; Zhong Xie (Int. J. Geogr. Inf. Sci., 2025)