/tools/AutoGraph

AutoGraph

BorgwardtLab/AutoGraph

13 stars2 forksPythonWebsiteAdded February 4, 2026
summary

AutoGraph is a scalable autoregressive model designed for generating molecular graphs by flattening them into sequences. It achieves state-of-the-art performance on various molecular benchmarks and supports both unconditional and substructure-conditioned generation.

description

Official code for "Flatten Graphs as Sequences: Transformers are scalable graph generators" (NeurIPS 2025)

topics

autoregressive-modelsgraph-generative-modelsmolecular-generationneurips-2025

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