Xiaotang Wang

Don't Just Encode But See: A Data-Centric Paradigm for Visual Molecular Understanding in Large Language Models

MolGlass is proposed, a data-centric paradigm for visual molecular understanding in vision-language models (VLMs) that injects chemical priors directly into the visual input through chemical-aware visual augmentations, without modifying model architectures or training molecule-specific encoders.