Spatio-Temporal-Foundation-Models

A collection of research papers on foundation models for spatio-temporal data, sorted by primary application or domain.

Year	Venue	Title	Code
2024	KDD	UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction	code
2024	KDD	Urbangpt: Spatio-temporal large language models	code
2024	arxiv	OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction	code
2024	arxiv	A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction	code
2024	arxiv	UrbanDIT: A Foundation Model for Open-World Urban Spatio-Temporal Learning	code
2024	CIKM	Prompt-Based Spatio-Temporal Graph Transfer Learning	code

Year	Venue	Title	Code
2022	arxiv	Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast	code
2023	Nature	Accurate medium-range global weather forecasting with 3D neural networks	code
2023	ICML	ClimaX: A foundation model for weather and climate	code
2023	arxiv	W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting	code
2024	NeurIPS	Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling	code
2025	ICLR	Weathergfm: Learning a weather generalist foundation model via in-context learning

Year	Venue	Title	Code

Year	Venue	Title	Code

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