Search Results for author: Péter Mernyei

Found 2 papers, 1 papers with code

Equivariant Quantum Graph Circuits

no code implementations10 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.

Graph Representation Learning Inductive Bias

Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks

1 code implementation6 Jul 2020 Péter Mernyei, Cătălina Cangea

We present Wiki-CS, a novel dataset derived from Wikipedia for benchmarking Graph Neural Networks.

Benchmarking Link Prediction +1

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