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awesome-llm4graph-papers

github.com/hkuds/awesome-llm4graph-papers ↗

[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"

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NewsRelated Resources🌐 GNNs as Prefix🌐 LLMs as Prefix🌐 LLMs-Graphs Intergration🌐 LLMs-Only (* indicates that VLMs are utilized)

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What's inside

🌐 LLMs-Only (* indicates that VLMs are utilized)

🌐 LLMs-Graphs Intergration

  • paperAlignment between GNNs and LLMs

  • paperAlignment between GNNs and LLMs

  • paperAlignment between GNNs and LLMs

  • paperAlignment between GNNs and LLMs

  • paperAlignment between GNNs and LLMs

  • paperAlignment between GNNs and LLMs

Related Resources

🌐 LLMs as Prefix

  • paperEmbs. from LLMs for GNNs

  • paperEmbs. from LLMs for GNNs

  • paperEmbs. from LLMs for GNNs

  • paperEmbs. from LLMs for GNNs

  • paperEmbs. from LLMs for GNNs

  • paperEmbs. from LLMs for GNNs

🌐 GNNs as Prefix

  • paperNode-level Tokenization

  • paperNode-level Tokenization

  • paperNode-level Tokenization

  • paperNode-level Tokenization

  • paperNode-level Tokenization

  • paperNode-level Tokenization

Showing a sample of 61 resources. View the full list on GitHub →