publications

Google Scholar provides a full list under chronological/citations order

2025

  1. Resource-efficient algorithm for estimating the trace of quantum state powers
    Myeongjin Shin, Junseo Lee, Seungwoo Lee, and 1 more author
    Quantum, 2025
  2. Mutual information maximizing quantum generative adversarial networks
    Mingyu Lee, Myeongjin Shin, Junseo Lee, and 1 more author
    Scientific Reports, 2025
  3. Bounding quantum uncommon information with quantum neural estimators
    Donghwa Ji, Junseo Lee, Myeongjin Shin, and 2 more authors
    arXiv preprint arXiv:2507.06091, 2025
  4. Near optimal quantum algorithm for estimating Shannon entropy
    Myeongjin Shin and Kabgyun Jeong
    arXiv preprint arXiv:2509.07452, 2025

2024

  1. Estimating quantum mutual information through a quantum neural network
    Myeongjin Shin, Junseo Lee, and Kabgyun Jeong
    Quantum Information Processing, 2024
  2. Disentangling quantum neural networks for unified estimation of quantum entropies and distance measures
    Myeongjin Shin, Seungwoo Lee, Junseo Lee, and 4 more authors
    Physical Review A, 2024