1.6k citations · 2.4k across the 37 of their papers we have counts for
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Exact analytical solution of irreversible binary dynamics on networks
Edward Laurence, Jean-Gabriel Young, Sergey Melnik +1
In binary cascade dynamics, the nodes of a graph are in one of two possible states (inactive, active), and nodes in the inactive state make an irreversible transition to the active…
Phase transition of the susceptible-infected-susceptible dynamics on time-varying configuration model networks
Guillaume St-Onge, Jean-Gabriel Young, Edward Laurence +2
We present a degree-based theoretical framework to study the susceptible-infected-susceptible (SIS) dynamics on time-varying (rewired) configuration model networks. Using this fram…
Construction of and efficient sampling from the simplicial configuration model
Jean-Gabriel Young, Giovanni Petri, Francesco Vaccarino +1
Simplicial complexes are now a popular alternative to networks when it comes to describing the structure of complex systems, primarily because they encode multi-node interactions e…
Susceptible-infected-susceptible dynamics on the rewired configuration model
Guillaume St-Onge, Jean-Gabriel Young, Edward Laurence +2
We investigate the susceptible-infected-susceptible dynamics on configuration model networks. In an effort for the unification of current approaches, we consider a network whose ed…
Finite size analysis of the detectability limit of the stochastic block model
Jean-Gabriel Young, Patrick Desrosiers, Laurent Hébert-Dufresne +2
It has been shown in recent years that the stochastic block model (SBM) is sometimes undetectable in the sparse limit, i.e., that no algorithm can identify a partition correlated w…