no code implementations • 10 Dec 2021 • Péter Mernyei, Konstantinos Meichanetzidis, İsmail İlkan Ceylan
We investigate quantum circuits for graph representation learning, and propose equivariant quantum graph circuits (EQGCs), as a class of parameterized quantum circuits with strong relational inductive bias for learning over graph-structured data.
1 code implementation • 6 Jul 2020 • Péter Mernyei, Cătălina Cangea
We present Wiki-CS, a novel dataset derived from Wikipedia for benchmarking Graph Neural Networks.