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\.Ismail \.Ilkan Ceylan — most-cited papers & profile · Graph Learning
← authors
·
overview
\.Ismail \.Ilkan Ceylan
8
papers ·
13
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Shortest Path Networks for Graph Property Prediction
2022 · 9 citations
Cooperative Graph Neural Networks
2023 · 3 citations
PlanE: Representation Learning over Planar Graphs
2023 · 1 citations
Zero-One Laws of Graph Neural Networks
2023
Future Directions in the Theory of Graph Machine Learning
2024
Almost Surely Asymptotically Constant Graph Neural Networks
2024
Top co-authors
Ben Finkelshtein
· 2
Michael Bronstein
· 2
Radoslav Dimitrov
· 2
Ralph Abboud
· 2
Sam Adam-Day
· 2
and Stefanie Jegelka
· 1
Christopher Morris
· 1
Derek Lim
· 1
Fabrizio Frasca
· 1
Haggai Maron
· 1
Martin Grohe
· 1
Michael Benedikt
· 1
Topics
GNN Architectures
Theory & Expressivity