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Autoregressive Frontier Expansion: Growing Trees with Graph Machine Learning

Tree-like branching structures are common in nature, from botanical trees to neurons, blood vessels and respiratory trees. Their branching shape often reflects function, making structural modelling central to understanding how these systems work.

By Umer Gupta, Saku Peltonen, Martin RitzertarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 1, 2026.

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