En-Jui (恩瑞) Kuo (郭)
科學三館 SC 462
Hsinchu
Hi, I’m En-Jui Kuo (郭恩瑞), an Assistant Professor working at the intersection of quantum computing, machine learning, and theoretical physics. My research focuses on open quantum systems, quantum complexity theory, machine learning, mathematical Physics for materials science and optimization problems.
I received my B.Sc. in Electrophysics from National Chiao Tung University, my M.Sc. in Physics from National Taiwan University, and my Ph.D. in Physics from the University of Maryland, where I was affiliated with the Joint Quantum Institute (JQI) and the Joint Center for Quantum Information and Computer Science (QuICS).
I am deeply grateful to the mentors who shaped my academic path: Yi Yang, who guided my undergraduate project on black-hole physics; Heng-Yu Chen, who advised my master’s research on AdS/CFT; and Mohammad Hafezi, my Ph.D. advisor. Their guidance and support have had a lasting influence on my research.
news
| Jun 30, 2025 | Computational Limits of Low-Rank Adaptation (LoRA) for Transformer-Based Models |
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| Aug 15, 2024 | Energy diffusion in weakly interacting chains with fermionic dissipation assisted operator evolution |
| Jun 14, 2022 | Quantum state tomography via nonconvex riemannian gradient descent |
latest posts
| May 14, 2024 | Google Gemini updates: Flash 1.5, Gemma 2 and Project Astra |
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| Apr 23, 2022 | Displaying External Posts on Your al-folio Blog |