VQ-Atom discretizes continuous GNN atom embeddings into chemically meaningful discrete tokens via vector quantization to improve molecular language modeling for downstream chemistry tasks.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Atoms as Language: VQ-Atom: Semantic Discretization for Molecular Representation Learning
VQ-Atom discretizes continuous GNN atom embeddings into chemically meaningful discrete tokens via vector quantization to improve molecular language modeling for downstream chemistry tasks.