jwwthu/GNN4Traffic resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1212 stars · 190 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of research papers on Graph Neural Networks for traffic forecasting, accompanying published surveys. It includes paper statistics and links to related repositories on deep learning for traffic and spatio-temporal data mining.

Use cases

• find papers on graph neural networks for traffic prediction
• survey the state of the art in GNN-based traffic forecasting
• research spatio-temporal deep learning for transportation
• find datasets and baselines for traffic flow prediction
• track recent publications on traffic estimation with GNNs

When to choose

• you are doing a literature review on GNNs for traffic forecasting
• you need a curated paper list with publication statistics
• you want pointers to related deep learning traffic resources

When to avoid

• you need runnable code or a software library
• you need production traffic prediction systems rather than research papers

Facets

learning-resource · maturity maintenance

machine-learning deep-learning data-science machine-learning artificial-intelligence awesome-lists tutorials cross-platform awesome-list graph-neural-networks traffic-forecasting survey paper-collection spatio-temporal transportation-research

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jwwthu/GNN4Traffic")