Hohyun Kim

SNACK: A Sequential Notation Framework for Probabilistic Graph Generation

We introduce SNACK, a string representation for probabilistic graph generation that enables language models to generate graphs with discrete node and edge features. SNACK linearizes graphs by encoding the nonzero entries of the lower-triangular adjacency matrix, establishing a bijective correspondence between valid seq...