#GraphGeneration
June 18, 2025 at 10:18 AM
AutoGraph, a decoder‑only transformer, claims up to 100× faster generation and 3× faster training than diffusion models; code is on GitHub and it will be shown at NeurIPS 2025. Read more: https://getnews.me/autograph-transformer-based-scalable-graph-generation-model/ #autograph #graphgeneration
September 25, 2025 at 3:37 PM
GraphWeave uses random walks and a transformer to separate learning from graph construction, achieving up to a 10x speed boost for four simulated and five real‑world datasets. Read more: https://getnews.me/graphweave-interpretable-fast-graph-generation-via-random-walks/ #graphweave #graphgeneration
September 24, 2025 at 8:26 PM