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Resume (English only)
Academic Achievements
Published numerous papers in journals such as Applied Soft Computing, Advanced Quantum Technologies, Physical Review Letters, etc.; Involved in the 'Scalable Neural Decoders for Practical Real-Time Quantum Error Correction' project which was selected for the NVIDIA Academic Grant Program; Delivered invited talks at several international conferences.
Research Experience
Leads an interdisciplinary research group at Yonsei University, focusing on the intersection of statistics, physics, computer science, and applied mathematics; Engaged in multiple research projects covering various aspects of combining quantum computing with machine learning.
Background
Leads the Quantum Data Science & AI (Q-DNA) lab; Research interests include leveraging quantum information theory to address fundamental and practical challenges in data science, computational science, and AI; Developing machine learning techniques that combat noise and imperfections in quantum information processing tasks; Advancing industrial applications of quantum computing through cutting-edge quantum optimization methods.