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awesome-language-model-on-graphs

github.com/petergriffinjin/awesome-language-model-on-graphs ↗

A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)

992

GitHub Stars

155

Curated Resources

5

Categories

6 hours ago

Last Refreshed

PerspectivesPure GraphsText-Attributed GraphsText-Paired Graphs (Molecules)Others

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

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What's inside

Pure Graphs

PDFDirect Answering
PDFHeuristic Reasoning
PDFHeuristic Reasoning
PDFHeuristic Reasoning
PDFHeuristic Reasoning
PDFHeuristic Reasoning

Text-Attributed Graphs

PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)
PDFDatasets
PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)

Perspectives

Text-Paired Graphs (Molecules)

PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)

Others

Showing a sample of 155 resources. View the full list on GitHub →