33 citations · 43 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 10 cited
Equivariant Quantum Graph Circuits
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…
cs.LG2020★ 33 cited
Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks
Péter Mernyei, Cătălina Cangea
We present Wiki-CS, a novel dataset derived from Wikipedia for benchmarking Graph Neural Networks. The dataset consists of nodes corresponding to Computer Science articles, with ed…