Abstract: Brain networks represent one of the most fascinating biophysics contributions to modern medicine. Nowadays clinical practice largely benefits from network theory to characterize both ...

Abstract: Superdiffusion refers to the faster diffusion process in a multiplex network compared to that in an individual network. In this work, we study how interlayer connectivity affects the ...

Can spectral feature transformations enable simple MLPs to compete with Graph Neural Networks? GraphSpec investigates whether graph-aware spectral transformations can bridge the performance gap ...