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Oleg Platonov
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Binary Decision Tree
Benchmark Datasets
Graph Data
Classification Scheme
Top Venues
CoRR
ICLR
NeurIPS
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Publications
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Oleg Platonov
,
Denis Kuznedelev
,
Michael Diskin
,
Artem Babenko
,
Liudmila Prokhorenkova
A critical look at the evaluation of GNNs under heterophily: are we really making progress?
CoRR
(2023)
Oleg Platonov
,
Denis Kuznedelev
,
Artem Babenko
,
Liudmila Prokhorenkova
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond.
NeurIPS
(2023)
Oleg Platonov
,
Denis Kuznedelev
,
Michael Diskin
,
Artem Babenko
,
Liudmila Prokhorenkova
A critical look at the evaluation of GNNs under heterophily: Are we really making progress?
ICLR
(2023)
Oleg Platonov
,
Denis Kuznedelev
,
Artem Babenko
,
Liudmila Prokhorenkova
Characterizing Graph Datasets for Node Classification: Beyond Homophily-Heterophily Dichotomy.
CoRR
(2022)