Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review

Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell +6

Graphs are ubiquitous in real-world applications, ranging from social networks to biological systems, and have inspired the development of Graph Neural Networks (GNNs) for learning…