92 citations · 164 across the 3 of their papers we have counts for
3 papers
Temporal Motif Signatures for Temporal Graph Neural Networks
Dylan Sandfelder, Mihai Cucuringu, Xiaowen Dong
Real temporal interaction streams carry predictive structure in short-horizon motif patterns -- repetition, reciprocity, star diversity, triadic flow -- that vanilla temporal graph…
Detection of Core-Periphery Structure in Networks Using Spectral Methods and Geodesic Paths
Mihai Cucuringu, Puck Rombach, Sang Hoon Lee +1
We introduce several novel and computationally efficient methods for detecting "core--periphery structure" in networks. Core--periphery structure is a type of mesoscale structure t…
Density-based and transport-based core-periphery structures in networks
Sang Hoon Lee, Mihai Cucuringu, Mason A. Porter
Networks often possess mesoscale structures, and studying them can yield insights into both structure and function. It is most common to study community structure, but numerous oth…