Graph Automorphism Group Equivariant Neural Networks

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Graph Automorphism Group Equivariant Neural Networks

15 July 2023

Edward Pearce-Crump

William J. Knottenbelt

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Papers citing "Graph Automorphism Group Equivariant Neural Networks"

12 / 12 papers shown

Title
Permutation Equivariant Neural Networks for Symmetric Tensors Edward Pearce-Crump 196 1 0 14 Mar 2025
Fast computation of permutation equivariant layers with the partition algebra Charles Godfrey Michael G. Rawson Davis Brown Henry Kvinge 72 7 0 10 Mar 2023
How Jellyfish Characterise Alternating Group Equivariant Neural Networks Edward Pearce-Crump 69 5 0 24 Jan 2023
What is an equivariant neural network? Lek-Heng Lim Bradley J. Nelson BDL FedML MLT 80 23 0 15 May 2022
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups Marc Finzi Max Welling A. Wilson 162 198 0 19 Apr 2021
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor Zhen Lin Shubhendu Trivedi 81 272 0 24 Jun 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,265 0 30 Oct 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,496 0 04 Apr 2017
Deep Sets Manzil Zaheer Satwik Kottur Siamak Ravanbakhsh Barnabás Póczós Ruslan Salakhutdinov Alex Smola 427 2,480 0 10 Mar 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 671 29,183 0 09 Sep 2016
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 176 1,946 0 24 Feb 2016
Predicting Positive and Negative Links in Online Social Networks J. Leskovec D. Huttenlocher Jon M. Kleinberg 105 1,634 0 11 Mar 2010

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