A unified multimodal learning method for urban functional zone identification by fusing inner-street visual-textual information from street-view and satellite images. - Jiajun Chen; Runyu Fan; Hongyang Niu; Zijian Xu 007; Jining Yan; Weijing Song; Ruyi Feng (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Refined Urban Informal Settlements' Mapping at Agglomeration Scale With the Guidance of Background Knowledge From Easy-Accessed Crowdsourced Geospatial Data. - Runyu Fan; Hongyang Niu; Zijian Xu 007; Jiajun Chen; Ruyi Feng; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)