LLMNet automates GNN architecture design with LLM agents that retrieve knowledge from curated knowledge bases, and it reports top average rank on twelve graph learning benchmarks.
Lightgcn: Simplifying and powering graph convolution network for recommendation
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Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
LLMNet automates GNN architecture design with LLM agents that retrieve knowledge from curated knowledge bases, and it reports top average rank on twelve graph learning benchmarks.