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QGT

This is a repository containing an implementation of Quantum Graph Transformer (QGT) architecture.

Important dependencies

qiskit=0.36.0
qiskit-aer=0.10.4
qiskit-ibmq-provider=0.19.0
qiskit-ignis=0.7.0
qiskit-machine-learning=0.3.1
qiskit-terra=0.20.0

Citation

@INPROCEEDINGS{10096345,
  author={Kollias, Georgios and Kalantzis, Vassilis and Salonidis, Theodoros and Ubaru, Shashanka},
  booktitle={ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={Quantum Graph Transformers}, 
  year={2023},
  volume={},
  number={},
  pages={1-5},
  keywords={Training;Program processors;Quantum computing;Message passing;Computer architecture;Signal processing;Transformers},
  doi={10.1109/ICASSP49357.2023.10096345}}