Oleg Platonov

According to our database, Oleg Platonov authored at least 3 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond.

Oleg Platonov, Denis Kuznedelev, Artem Babenko, Liudmila Prokhorenkova

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A critical look at the evaluation of GNNs under heterophily: Are we really making progress?

Oleg Platonov, Denis Kuznedelev, Michael Diskin, Artem Babenko, Liudmila Prokhorenkova

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Characterizing Graph Datasets for Node Classification: Beyond Homophily-Heterophily Dichotomy.

Oleg Platonov, Denis Kuznedelev, Artem Babenko, Liudmila Prokhorenkova

CoRR, 2022