An LLM plus evolutionary-strategy framework that searches for per-dataset spectral GNN propagation mechanisms, with rank-1 sparse-split results but only rank-2 dense-split performance.
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AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks
An LLM plus evolutionary-strategy framework that searches for per-dataset spectral GNN propagation mechanisms, with rank-1 sparse-split results but only rank-2 dense-split performance.