2 papers
cs.SI2024
CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling
Zhuo Xu, Xiao Zhou
The explosion of massive urban data recently has provided us with a valuable opportunity to gain deeper insights into urban regions and the daily lives of residents. Urban region r…
cs.CV2024
MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning
Xixian Yong, Xiao Zhou
Predicting socioeconomic indicators within urban regions is crucial for fostering inclusivity, resilience, and sustainability in cities and human settlements. While pioneering stud…