LMissher

STGNN. The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

Awesome-Spatio-Temporal-Foundation-Models. A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).

STWave. [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

PatchSTG. [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective

ST-GRAT. The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

TFMAE. [ICDE'2024] Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection