2 papers
cs.LG2026
A Generative Model of Complex Networks Using Graphons and Neural Inverse Operators
Wooseong Choi, Italo'Ivo Lima Dias Pinto, Chen Sun +3
Generative graph models are central to understanding and simulating complex networks. However, existing approaches have complementary strengths and limitations. Mechanistic models…
cs.CV2026
Structural Complexity of Brain MRI reveals age-associated patterns
Anzhe Cheng, Italo Ivo Lima Dias Pinto, Paul Bogdan
We adapt structural complexity analysis to three-dimensional signals, with an emphasis on brain magnetic resonance imaging (MRI). This framework captures the multiscale organizatio…