4. Descriptive Complexity Theory and (Hyper-)Graph Neural Networks: Analysis of the expressive power required to model Higher Order Motif Counting problems in selected extensions of first-order logic ...

Networks have been very successful to investigate complex systems. However they have the strong limitation that they capture only pairwise interactions. Recently growing attention has been addressed ...