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Dooho Lee

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Book Open access Jul 2026

Node4All: Learning Node Representation Beyond Datasets

This work introduces Node4All, a node representation learner applicable to arbitrary graph datasets without any dataset-specific optimization, and introduces the Channel Graph Transformer (CGT), which enables a single fixed parameterization to process arbitrary graph datasets.

Dooho Lee, Jaemin Yoo · 0 citations