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

   157 1

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

   Python 81 11

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

   Python 34 3

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

   Python 111 11

5. A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

   Python 1.7k 212

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

   Python 163 25