Peer-reviewed articles
- 2025Lee, M., Shin, M., Lee, J., & Jeong, K. (2025). Mutual information maximizing quantum generative adversarial networks. Scientific Reports, 15(1), 32835. https://www.nature.com/articles/s41598-025-18476-y
- 2024Shin, M., Lee, S., Lee, J., Lee, M., Ji, D., Yeo, H., & Jeong, K. (2024). Disentangling quantum neural networks for unified estimation of quantum entropies and distance measures. Physical Review A, 110, 062418. https://journals.aps.org/pra/abstract/10.1103/PhysRevA.110.062418
- 2020Lee, M. (2020). Improving Performance of Pyramid CNN used in Image Deblurring.archive
Contributed and invited 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 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
2024
Mutual Information Maximizing Quantum Generative Adversarial Network and Its Applications. 27th Annual Conference on Quantum Information Processing (QIP 2024).