ChandlerBang/awesome-self-supervised-gnn resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1728 stars · 167 forks observed · 2026-08-28

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

A curated awesome-list of research papers on self-supervised learning and pretraining for Graph Neural Networks (GNNs), organized by publication year. It links papers to their venues, arXiv pages, and available code implementations.

Use cases

• find papers on self-supervised graph neural networks
• research pretraining methods for GNNs
• find code implementations of graph contrastive learning papers
• survey the state of the art in graph self-supervised learning
• prepare a literature review on graph representation learning
• discover recent graph contrastive learning papers by year

When to choose

• you need a curated, categorized reading list on self-supervised GNN research
• you want paper-to-code links for graph pretraining methods
• you are surveying graph contrastive learning literature across years

When to avoid

• you need runnable software or a library rather than a paper list
• you need tutorials or courses rather than research papers
• you need maintained tooling with a license and releases

Facets

learning-resource · maturity maintenance

machine-learning deep-learning machine-learning deep-learning graph-processing awesome-lists python awesome-list graph-neural-networks self-supervised-learning pretraining papers research

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For agents

markdown · JSON · MCP: product_card(name="ChandlerBang/awesome-self-supervised-gnn")