activity
20162026
most citedPrediction of allosteric sites and mediating interactions through bond-to-bond propensities

116 citations · 116 across the 4 of their papers we have counts for

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Showing 2026Show all

2 papers · 1 filter

math.CO2026

Root-to-Leaf Path Random Walks, Normalized Hodge Laplacians, and Cheeger Inequalities on Simplicial Complexes

Francesco Viganò, Tolga Birdal, Michael T. Schaub +1

We introduce root-to-leaf path random walks on double covers of graded signed graphs and analyze their behavior in a general setting. Viewing simplicial complexes within this frame…

cs.LG2026

Graph Learning Should Move Beyond Restrictive Views of Spectral and Message-Passing GNNs

Antonis Vasileiou, Juan Cervino, Pascal Frossard +7

Graph neural networks (GNNs) are commonly divided into message-passing neural networks (MPNNs) and spectral GNNs, reflecting two largely separate research traditions in machine lea…