SP-GEM: Spatial Pattern-Aware Graph Embedding for Matching Multisource Road Networks. - Chenghao Zheng; Yunfei Qiu; Jian Yang 034; Bianying Zhang; Zeyuan Li; Zhangxiang Lin; Xianglin Zhang; Yang Hou; Li Fang (ISPRS Int. J. Geo Inf., 2025)

MSRFormer: Road Network Representation Learning using Multi-scale Feature Fusion of Heterogeneous Spatial Interactions. - Jian Yang; Jiahui Wu; Li Fang; Hongchao Fan; Bianying Zhang; Huijie Zhao; Guangyi Yang; Rui Xin; Xiong You (CoRR, 2025)