Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach

13 January 2022

Papers citing "Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach"

9 / 9 papers shown

Title
Inductive Graph Representation Learning with Quantum Graph Neural Networks Arthur M. Faria Ignacio F. Graña Savvas Varsamopoulos GNN 57 0 0 31 Mar 2025
A unifying primary framework for quantum graph neural networks from quantum graph states Ammar Daskin GNN 30 1 0 20 Feb 2024
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training Koustubh Phalak Swaroop Ghosh 25 5 0 21 Apr 2023
Quantum Graph Learning: Frontiers and Outlook Shuo Yu Ciyuan Peng Yingbo Wang Ahsan Shehzad Feng Xia Edwin R. Hancock AI4CE 8 5 0 02 Feb 2023
Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating I. Nikoloska Osvaldo Simeone L. Banchi Petar Velickovic GNN 26 3 0 19 Jan 2023
From Quantum Graph Computing to Quantum Graph Learning: A Survey Yehui Tang Junchi Yan Hancock Edwin GNN 19 9 0 19 Feb 2022
Equivariant Quantum Graph Circuits Péter Mernyei K. Meichanetzidis .Ismail .Ilkan Ceylan 25 8 0 10 Dec 2021
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
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 258 1,398 0 01 Dec 2016