Hsien-Yi Hsieh

National Tsing Hua University — Taiwan

Computer Science · Physical Sciences

3h-index66citations21works1.92yr avg
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Research Topics

Quantum Information and Cryptography(18), Quantum Computing Algorithms and Architecture(10), Quantum Mechanics and Applications(6), Quantum optics and atomic interactions(5), Advancements in Semiconductor Devices and Circuit Design(3)

Publications21 total

Machine learning for quantum state tomography: robust covariance matrix estimation for squeezed vacuum states with thermal noise
Optics Express·2025Open Access
Machine-learning-enhanced quantum state tomography on FPGA
2025
Bayesian inference of cat-state degradation via machine learning
2025
Machine learning enhanced quantum state tomography on a field-programmable gate array
APL Quantum·2025· 1 citedOpen Access
Machine Learning Enhanced Quantum State Tomography on FPGA
arXiv (Cornell University)·2025Open Access
Machine Learning Enhanced Bayesian Quantum State Tomography for Inferring Degradation in Optical Cat States
2025
Neural Network Enhanced Fock State Tomography
2025
Machine Learning Enhanced Quantum State Tomography on FPGA
2025
Machine Learning Enhanced Quantum State Tomography: A Covariance Matrix Approach
2025
Neural-network-enhanced Fock-state tomography
Physical review. A/Physical review, A·2024· 3 cited
Machine Learning-Enhanced Quantum State Tomography with Direct Parameter Estimations
2024
Generation of heralded optical cat states by photon addition
Physical review. A/Physical review, A·2024· 25 cited
Neural Network Enhanced Single-Photon Fock State Tomography
arXiv (Cornell University)·2024Open Access
Experimental reconstruction of the “push-and-pull” associated with damping and diffusion Wigner’s currents in quantum phase space
2024
Experimental realization of optical cat states by photon-addition
2024
Machine Learning-Enhanced Quantum State Tomography with Direct Parameter Estimations
2024· 1 cited
Experimental reconstruction of Wigner phase-space current
Physical review. A/Physical review, A·2023· 11 cited
Generation of heralded optical `Schroedinger cat' states by photon-addition
arXiv (Cornell University)·2023· 1 citedOpen Access
Direct Parameter Estimations from Machine Learning-Enhanced Quantum State Tomography
Symmetry·2022· 24 citedOpen Access
Direct parameter estimations from machine-learning enhanced quantum state tomography
arXiv (Cornell University)·2022Open Access
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Frequent Co-authors

Ray‐Kuang Lee(21), Ole Steuernagel(16), Jingyu Ning(13), Chien-Ming Wu(13), Hsun-Chung Wu(13), Popo Yang(11), Zi-Hao Shi(11), Yi-Ru Chen(10), Hua Li Chen(7), Hua Li Chen(7), Po-Han Wang(5), Chien‐Ming Wu(5), H. Wu(4), Yi-Ru Chen(3), Po-Han Wang(3), Te-Hwei Suen(3), Hua Li Chen(2), Hua Li Chen(2), You-Lin Chuang(2), M. J. Huang(2)