Mingyu Lee
Research

Research

Papers

  1. 2026
    A. Epperly, I. H. Kim, M. Lee. Encoded reversible addition in constant Toffoli depth. Preprint (2026). arXiv:2610.41142.
    arXiv
  2. 2026
    M. Lee, S. Lee, K. Jeong. Optimal (Parallel) Spooky Pebbling on Binary Trees. Preprint (2026). arXiv:2610.09434.
    arXiv
  3. 2025
    M. Lee, M. Shin, J. Lee, K. Jeong. Mutual information maximizing quantum generative adversarial networks. Scientific Reports 15(1), 32835.
    paper
  4. 2024
    M. Shin, S. Lee, J. Lee, M. Lee, D. Ji, H. Yeo, K. Jeong. Disentangling quantum neural networks for unified estimation of quantum entropies and distance measures. Physical Review A 110, 062418.
    paper

Talks

Dec 2023
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications (Speaker). 2nd CQNC Winter Kick-off Workshop.
Nov 2023
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications (Speaker). KSIAM 2023 Annual Meeting.
Nov 2023
Proposing a Transformer-based ETF portfolio for liquidity providers (Co-author). Korean Institute of Industrial Engineers Autumn Annual Conference.
Jan 2023
Introduction to Shadow Tomography and Its Application (Speaker). 1st CQNC Winter Kick-off Workshop.
Nov 12, 2026; scheduled
Optimal (Parallel) Spooky Pebbling on Binary Trees (Speaker). 8th QNRC Workshop.

Authors: Mingyu Lee (speaker), Sanghyun Lee, and Kabgyun Jeong.

Nov 2023
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications in Finance (Speaker). Quantum FinTech Webinars Series, Rethinc. Labs, UNC Kenan-Flagler Business School.

Posters

Aug 2026
Exponential Quantum-Classical Memory Separation in Online Quantum Anomaly Detection. International Conference on Quantum Simulation (QSim) 2026.

Authors: Mingyu Lee (presenter), Sanghyun Lee, HaKyoung Chang, and Kabgyun Jeong.

Aug 2026
Exponential Quantum-Classical Memory Separation in Online Quantum Anomaly Detection. Asian Quantum Information Science Conference (AQIS) 2026.
Aug 2026
AutoVQE: Automated Ansatz Exploration. Asian Quantum Information Science Conference (AQIS) 2026.

Sole poster presenter: Mingyu Lee.

Jan 2024
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications. 27th Annual Conference on Quantum Information Processing (QIP 2024).