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Xiangxu Wang

UrbanMMCL: Urban Region Representations via Multi-Modal and Multi-Graph Self-Supervised Contrastive Learning
Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery
ST-camba: A decoupled-free spatiotemporal graph fusion state space model with linear complexity for efficient traffic forecasting
Urban representation learning for fine-grained economic mapping: A semi-supervised graph-based approach
Disentangling the hourly dynamics of mixed urban function: A multimodal fusion perspective using dynamic graphs

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