Sparse Contextual Coupling Reshapes Diffusion Geometry in Multilayer Hypergraphs

Hao Ding, Sanjukta Krishnagopal

Many complex systems combine dense background structure with sparse contextual information. We introduce a diffusion-based framework for analyzing how sparse condition-specific lay…