UrbanMMCL: Urban Region Representations via Multi-Modal and Multi-Graph Self-Supervised Contrastive Learning

Abstract

UrbanMMCL learns urban region representations through multi-modal and multi-graph self-supervised contrastive learning.

Publication
ISPRS Journal of Photogrammetry and Remote Sensing
Jinzhou Cao(曹劲舟)
Jinzhou Cao(曹劲舟)
Associate Professor

My research focuses on spatiotemporal big data mining, urban computing, Geo-AI, and multimodal urban foundation models.