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PlanE: Representation Learning over Planar Graphs
Neural Information Processing Systems (NeurIPS), 2023
3 July 2023
Radoslav Dimitrov
Zeyang Zhao
Ralph Abboud
.Ismail .Ilkan Ceylan
GNN
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Papers citing
"PlanE: Representation Learning over Planar Graphs"
5 / 5 papers shown
What Expressivity Theory Misses: Message Passing Complexity for GNNs
Niklas Kemper
Tom Wollschlager
Stephan Günnemann
207
0
0
01 Sep 2025
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
Sohir Maskey
Raffaele Paolino
Fabian Jogl
Gitta Kutyniok
Johannes F. Lutzeyer
305
2
0
16 May 2025
Homomorphism Counts as Structural Encodings for Graph Learning
International Conference on Learning Representations (ICLR), 2024
Linus Bao
Emily Jin
Michael M. Bronstein
.Ismail .Ilkan Ceylan
Matthias Lanzinger
316
7
0
24 Oct 2024
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
Raffaele Paolino
Sohir Maskey
Pascal Welke
Gitta Kutyniok
253
4
0
20 Mar 2024
Benchmarking Graph Neural Networks
Journal of machine learning research (JMLR), 2023
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
1.4K
1,099
0
02 Mar 2020
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