I'm Zhuo Cui, an undergraduate student majoring in Computer Science at the University of Science and Technology of China (USTC).

My background is rooted in rigorous algorithmic training (NOIP First Prize), but my focus has shifted to the physical limits of computation. Realizing that classical bits are hitting a physical ceiling, I transitioned to quantum computing not as an alternative, but as a necessary paradigm revolution.

After extensive theoretical training under the USTC Quantum Computing Talent Program, I am now translating theory into research. My current work centers on:

Quantum Metrology: Utilizing quantum coherence to break classical limits, with a focus on complexity analysis.

Quantum Machine Learning (QML): Leveraging my computer science background to explore Quantum Kernel Methods, specifically analyzing generalization error and inductive bias.