STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model

1 code implementation • 19 Mar 2024 • Lincan Li, Hanchen Wang, Wenjie Zhang, Adelle Coster

In this work, we introduce Spatial-Temporal Graph Mamba (STG-Mamba) as the first exploration of leveraging the powerful selective state space models for STG learning by treating STG Network as a system, and employing the Spatial-Temporal Selective State Space Module (ST-S3M) to precisely focus on the selected STG latent features.

Computational Efficiency Graph Learning