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2311.18672
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A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks
30 November 2023
Roy T. Forestano
Marçal Comajoan Cara
Gopal Ramesh Dahale
Zhongtian Dong
S. Gleyzer
Daniel Justice
Kyoungchul Kong
Tom Magorsch
Konstantin T. Matchev
Katia Matcheva
Eyup B. Unlu
GNN
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Papers citing
"A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks"
8 / 8 papers shown
Title
Lie-Equivariant Quantum Graph Neural Networks
Jogi Suda Neto
Roy T. Forestano
S. Gleyzer
K. Kong
Konstantin T. Matchev
Katia Matcheva
77
0
0
22 Nov 2024
Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination
Md Abrar Jahin
Md. Akmol Masud
M. Mridha
Nilanjan Dey
Zeyar Aung
49
0
0
03 Nov 2024
Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics
Md Abrar Jahin
Md. Akmol Masud
Md Wahiduzzaman Suva
M. Mridha
Nilanjan Dey
46
1
0
03 Nov 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks
Andrea Ceschini
Francesco Mauro
Francesca De Falco
A. Sebastianelli
A. Verdone
A. Rosato
Bertrand Le Saux
Massimo Panella
Paolo Gamba
Silvia Liberata Ullo
GNN
AI4CE
21
0
0
12 Aug 2024
Quantum Vision Transformers for Quark-Gluon Classification
Marçal Comajoan Cara
Gopal Ramesh Dahale
Zhongtian Dong
Roy T. Forestano
S. Gleyzer
...
Kyoungchul Kong
Tom Magorsch
Konstantin T. Matchev
Katia Matcheva
Eyup B. Unlu
25
9
0
16 May 2024
Quantum Vision Transformers
El Amine Cherrat
Iordanis Kerenidis
Natansh Mathur
Jonas Landman
M. Strahm
Yun. Y Li
ViT
28
24
0
16 Sep 2022
What is an equivariant neural network?
Lek-Heng Lim
Bradley J. Nelson
BDL
FedML
MLT
19
22
0
15 May 2022
The Dawn of Quantum Natural Language Processing
R. Sipio
Jia-Hong Huang
Samuel Yen-Chi Chen
Stefano Mangini
M. Worring
48
79
0
13 Oct 2021
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