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

Rahul Nandakumar, Deepayan Chakrabarti: GraphWeave: Interpretable and Robust Graph Generation via Random Walk Trajectories https://arxiv.org/abs/2509.17291 https://arxiv.org/pdf/2509.17291 https://arxiv.org/html/2509.17291