Multi-scale Graph Autoregressive Modeling: Molecular Property Prediction via Next Token Prediction

Zhuoyang Jiang, Yaosen Min, Peiran Jin +1

We present Connection-Aware Motif Sequencing (CamS), a graph-to-sequence representation that enables decoder-only Transformers to learn molecular graphs via standard next-token pre…