Publications

  • Google Scholar provides a full list under chronological/citations order.
  • Co-first authors with equal contributions are marked with a † symbol.
  • Selected publications are labeled by :books:.
Preprints & Submitted

  1. :books: Resource-efficient algorithm for estimating the trace of quantum state powers
     Myeongjin Shin†, Junseo Lee† (co-first author), Seungwoo Lee, Kabgyun Jeong
    arXiv:2408.00314 (2024). [Slide] submitted to Quantum

  2. Mutual information maximizing quantum generative adversarial network and its applications in finance
     Mingyu Lee, Myeongjin Shin, Junseo Lee, Kabgyun Jeong
    arXiv:2309.01363 (2023). submitted to Scientific Reports

Journal Articles

  1. :books: Disentangling quantum neural networks for unified estimation of quantum entropies and distance measures
     Myeongjin Shin†, Seungwoo Lee†, Junseo Lee† (co-first author), Mingyu Lee, Dongwha Ji, Hyeonjun Yeo, Kabgyun Jeong
    Physical Review A 110, 062418 (2024).

  2. :books: Estimating quantum mutual information through a quantum neural network
     Myeongjin Shin, Junseo Lee, Kabgyun Jeong
    Quantum Information Processing 23, 57 (2024).

  3. :books: Quantum Rényi entropy functionals for bosonic gaussian systems
     Junseo Lee, Kabgyun Jeong
    Physics Letters A 490, 129183 (2023).

  4. Weighted p-Rényi entropy power inequality: Information theory to quantum Shannon theory
     Junseo Lee, Hyeonjun Yeo, Kabgyun Jeong
    International Journal of Theoretical Physics 62, 253 (2023).

  5. High-dimensional private quantum channels and regular polytopes
     Junseo Lee, Kabgyun Jeong
    Communications in Physics 31, 189 (2021).

  6. Single qubit private quantum channels and 3-dimensional regular polyhedra
     Kabgyun Jeong, Junseo Lee, Jintae Choi, Seokmin Hong, Myunggu Jung, Gyeongbeom Kim, Jaekwon Kim, Suntaek Kim
    New Physics: Sae Mulli 68, 232 (2018).

Book Chapters
  1. Assessing quantum integer factorization performance with Shor’s algorithm.
     Junseo Lee.
    In: Quantum computing: A journey into the next frontier of information and communication security (1st ed.), edited By Mohammad Hammoudeh, Abdullah T. Alessa, Amro M. Sherbeeni, Clinton M. Firth, Abdullah S. Alessa
    CRC Press (2024).
Patents
  1. Method for estimating quantum mutual information through a quantum neural network
     Kabgyun Jeong, Myeongjin Shin, Junseo Lee
    Korea Patent: App. No. 10-2024-0104765 (2024).