Node4All: Learning Node Representation Beyond Datasets

Node representation learning has advanced rapidly, yet most existing methods rely on per-dataset training and hyperparameter tuning.

Node representation learning has advanced rapidly, yet most existing methods rely on per-dataset training and hyperparameter tuning. This dataset-specific optimization comes from the difficulty of designing reusable graph models that generalize across diverse graph datasets. In…