One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium. - Vincenzo Perri; Lisi Qarkaxhija; Albin Zehe; Andreas Hotho; Ingo Scholtes (CHR, 2022)

De Bruijn Goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs. - Lisi Qarkaxhija; Vincenzo Perri; Ingo Scholtes (LoG, 2022)

Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs. - Jan von Pichowski; Vincenzo Perri; Lisi Qarkaxhija; Ingo Scholtes (CoRR, 2024)

Link Prediction with Untrained Message Passing Layers. - Lisi Qarkaxhija; Anatol E. Wegner; Ingo Scholtes (CoRR, 2024)