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Found 3 papers, 1 papers with code
Learning the effective order of a hypergraph dynamical system
Dynamical systems on hypergraphs can display a rich set of behaviours not observable for systems with pairwise interactions.
Blind Extraction of Equitable Partitions from Graph Signals
Finding equitable partitions is closely related to the extraction of graph symmetries and of interest in a variety of applications context such as node role detection, cluster synchronization, consensus dynamics, and network control problems.
Local, global and scale-dependent node roles
This paper re-examines the concept of node equivalences like structural equivalence or automorphic equivalence, which have originally emerged in social network analysis to characterize the role an actor plays within a social system, but have since then been of independent interest for graph-based learning tasks.
