Graph Neural Networks on Quantum Computers

27 May 2024

Papers citing "Graph Neural Networks on Quantum Computers"

6 / 6 papers shown

Title
LiGNN: Graph Neural Networks at LinkedIn Fedor Borisyuk Shihai He Yunbo Ouyang Morteza Ramezani Peng Du ... David Stein Baolei Li Haichao Wei Amol Ghoting Souvik Ghosh GNN 30 11 0 17 Feb 2024
Spacetime-Efficient Low-Depth Quantum State Preparation with Applications Kaiwen Gui A. Dalzell Alessandro Achille Martin Suchara Frederic T. Chong 30 17 0 03 Mar 2023
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze Han Zheng Zimu Li Junyu Liu Sergii Strelchuk Risi Kondor 42 54 0 14 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
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,100 0 27 Apr 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