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Derek Lim — most-cited papers & profile · Graph Learning
← authors
·
overview
Derek Lim
6
papers ·
112
citations ·
3
h-index
KK Women's and Children's Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
2021 · 59 citations
New Benchmarks for Learning on Non-Homophilous Graphs
2021 · 25 citations
Counting Substructures with Higher-Order Graph Neural Networks: Possibility and Impossibility Results
2020 · 6 citations
Equivariant Polynomials for Graph Neural Networks
2023 · 1 citations
Future Directions in the Theory of Graph Machine Learning
2024
Top co-authors
Haggai Maron
· 2
Ser-Nam Lim
· 2
Xiuyu Li
· 2
Bobak T. Kiani
· 1
Christopher Morris
· 1
Fabrizio Frasca
· 1
\.Ismail \.Ilkan Ceylan
· 1
Martin Grohe
· 1
Michael Bronstein
· 1
Omri Puny
· 1
Stefanie Jegelka
· 1
Yaron Lipman
· 1
Topics
GNN Architectures
Theory & Expressivity