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2408.06524
Cited By
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks
12 August 2024
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
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Papers citing
"From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks"
6 / 6 papers shown
Title
A unifying primary framework for quantum graph neural networks from quantum graph states
Ammar Daskin
GNN
17
1
0
20 Feb 2024
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting
Y. Shin
Yoonjin Yoon
GNN
AI4TS
33
37
0
18 Feb 2022
Hybrid Quantum Classical Graph Neural Networks for Particle Track Reconstruction
Cenk Tüysüz
C. Rieger
Kristiane Novotny
B. Demirköz
D. Dobos
K. Potamianos
S. Vallecorsa
J. Vlimant
Richard Forster
99
52
0
26 Sep 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Zoë Holmes
Kunal Sharma
M. Cerezo
Patrick J. Coles
118
420
0
06 Jan 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms
Samson Wang
Enrico Fontana
M. Cerezo
Kunal Sharma
A. Sone
L. Cincio
Patrick J. Coles
119
645
0
28 Jul 2020
Convolutional Neural Network Architectures for Signals Supported on Graphs
Fernando Gama
A. Marques
G. Leus
Alejandro Ribeiro
120
284
0
01 May 2018
1