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awesome-foundation-models-on-graphs

github.com/zehong-wang/awesome-foundation-models-on-graphs ↗

A collection of graph foundation models including papers, codes, and datasets.

207

GitHub Stars

227

Curated Resources

4

Categories

23 hours ago

Last Refreshed

Benchmarks and SurveysUniversal GFMsDomain-Specific GFMsTask-Specific GFMs

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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me language model-based methods resources from awesome-foundation-models-on-graphs"

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What's inside

Universal GFMs

PDFLanguage Model-based Methods
PDFLanguage Model-based Methods
PDFGraph Model-based Methods
PDFGraph Model-based Methods
PDFGraph Model-based Methods
PDFGraph Model-based Methods

Task-Specific GFMs

PDFNode Classification
PDFNode Classification
PDFGraph Classification
PDFQuestion Answering
PDFAnomaly Detection
PDFAnomaly Detection

Benchmarks and Surveys

PDFBenchmarks
PDFBenchmarks
PDFBenchmarks
PDFBenchmarks
PDFBenchmarks
PDFBenchmarks

Domain-Specific GFMs

PDFBiology and Molecule
PDFBiology and Molecule
PDFBiology and Molecule
PDFBiology and Molecule
PDFBiology and Molecule
PDFBiology and Molecule

Showing a sample of 227 resources. View the full list on GitHub →