Min-Hsiu Hsieh
- Recent Advances for Quantum Neural Networks in Generative Learning
2022/06/07 by Jinkai Tian, Xiaoyu Sun, Tian, Jinkai +25 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Constant-Overhead Magic State Distillation
2024/08/14 by Adam Wills, Min-Hsiu Hsieh, Wills, Adam +3 · 11 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Sublinear quantum algorithms for estimating von Neumann entropy
2021/11/22 by Tom Gur, Min-Hsiu Hsieh, Gur, Tom +3 · 5 citations
Computer Science · Physics and Astronomy · #Computational Complexity (cs.CC) #F.2.2 #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- Good quantum LDPC codes with linear time decoder from lossless expanders
2022/03/07 by Ting-Chun Lin, Lin, Ting-Chun, Min-Hsiu Hsieh +1 · 5 citations
Computer Science · Engineering · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Radiation Effects in Electronics
- On the learnability of quantum neural networks
2020/07/24 by Yuxuan Du, Min-Hsiu Hsieh, Du, Yuxuan +7 · 4 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Geometrically Local Quantum and Classical Codes from Subdivision
2023/09/28 by Ting-Chun Lin, Lin, Ting-Chun, Adam Wills +3 · 5 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Coding theory and cryptography
- Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer
2022/10/24 by Chen-Yu Liu, Liu, Chen-Yu, Hsin-Yu Wang +7 · 3 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Unentangled quantum reinforcement learning agents in the OpenAI Gym
2022/03/27 by Jen-Yueh Hsiao, Hsiao, Jen-Yueh, Yuxuan Du +7 · 2 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Advancements in Semiconductor Devices and Circuit Design
- Toward Trainability of Quantum Neural Networks
2020/11/12 by Kaining Zhang, Min-Hsiu Hsieh, Zhang, Kaining +5 · 3 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Stochastic Gradient Optimization Techniques
- Proposals for 3D self-correcting quantum memory
2024/11/05 by Ting-Chun Lin, Lin, Ting-Chun, Wang, Hsin-Po +2 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum optics and atomic interactions #Strongly Correlated Electrons (cond-mat.str-el)
- Training Classical Neural Networks by Quantum Machine Learning
2024/02/26 by Chen-Yu Liu, Liu, Chen-Yu, En-Jui Kuo +11 · 3 citations
Computer Science · #Computational Physics and Python Applications #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Moderate Deviation Analysis for Classical-Quantum Channels and Quantum Hypothesis Testing
2017/01/12 by Hao–Chung Cheng, Cheng, Hao-Chung, Min-Hsiu Hsieh +1 · 1 citation
Engineering · Computer Science · #Wireless Communication Security Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
- Multimodal deep representation learning for quantum cross-platform verification
2023/11/07 by Qian Yang, Qian, Yang, Yuxuan Du +7 · 3 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- AutoQ 2.0: From Verification of Quantum Circuits to Verification of Quantum Programs (Technical Report)
2024/11/14 by Yu‐Fang Chen, Kai-Min Chung, Chen, Yu-Fang +11 · 3 citations
Computer Science · Engineering · #Quantum Computing Algorithms and Architecture #Radiation Effects in Electronics #Quantum Information and Cryptography
- Transform Arbitrary Good Quantum LDPC Codes into Good Geometrically Local Codes in Any Dimension
2024/08/03 by Xingjian Li, Li, Xingjian, Ting-Chun Lin +3 · 3 citations
Computer Science · Engineering · #Advanced Wireless Communication Techniques #Error Correcting Code Techniques #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- A new operator extension of strong subadditivity of quantum entropy
2023/06/14 by Ting-Chun Lin, Isaac H. Kim, Min-Hsiu Hsieh · 1 voice · 1 citation
Computer Science · Mathematics · #Mathematical Inequalities and Applications #Matrix Theory and Algorithms #Spectral Theory in Mathematical Physics
- Bell nonlocality from compatibility of entanglement-breaking channels
2024/10/17 by Gelo Noel M. Tabia, Tabia, Gelo Noel M., Chung-Yun Hsieh +2 · 2 voices · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
- Resource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems
2025/01/17 by Kuan‐Cheng Chen, Felix Burt, Chen, Kuan-Cheng +9 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Cloud Computing and Resource Management
- Simplified Quantum Weight Reduction with Optimal Bounds
2025/10/10 by Min-Hsiu Hsieh, Hsieh, Min-Hsiu, Xingjian Li +3 · 2 citations
Computer Science · Engineering · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Radiation Effects in Electronics
- Single-Shot Universality in Quantum LDPC Codes via Code-Switching
2025/10/09 by Shi Jie Samuel Tan, Yifan Hong, Tan, Shi Jie Samuel +7 · 2 citations
Computer Science · #Error Correcting Code Techniques #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- OmniQEC: discovering practical quantum error-correcting codes by an AI scientist
2026/07/28 by Ge Yan, Shanchuan Li, Pengyue Ma +5
#quant-ph #cs.AI #cs.MA
- Stochastic Pauli-path simulator for large-scale quantum optimization
2026/07/20 by Kaining Zhang, Xinbiao Wang, Kunsheng Li +4
#quant-ph