Constant-Overhead Magic State Distillation

Adam Wills, Min-Hsiu Hsieh, Hayata Yamasaki
arXiv preprint, 2024. DOI: 10.48550/arXiv.2408.07764

Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits

Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao
Nature Communications, vol. 16, Art. no. 3790, 2025.

Unconditional advantage of noisy qudit quantum circuits over biased threshold circuits in constant depth

Michael de Oliveira, Sathyawageeswar Subramanian, Leandro Mendes, Min-Hsiu Hsieh
Nature Communications, vol. 16, Art. no. 3559, 2025.

Tradeoff Constructions for Quantum Locally Testable Codes

Adam Wills, Ting-Chun Lin, Min-Hsiu Hsieh
IEEE Transactions on Information Theory, vol. 71, no. 1, Jan. 2025. DOI: 10.1109/TIT.2024.3503500

A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning

Chen-Yu Liu, Chao-Han Huck Yang, Hsi-Sheng Goan, Min-Hsiu Hsieh
ICLR 2025 Conference, arXiv:2410.09846, 2025

On the Capacity of Zero-Drift First Arrival PositionChannels in Diffusive Molecular Communication

Yen-Chi Lee, Min-Hsiu Hsieh
IEEE International Conference on Communication

Multimodal deep representation learning for quantum cross-platform verification

Yang Qian, Yuxuan Du, Zhenliang He, Min-Hsiu Hsieh, Dacheng Tao
Physical Review Letters, vol. 133, Art. 130601, 2024. DOI: 10.1103/PhysRevLett.133.130601

General Distance Balancing for Quantum Locally Testable Codes

Adam Wills, Ting-Chun Lin, Min-Hsiu Hsieh
arXiv preprint, 2023. DOI: 10.48550/arXiv.2305.00689

Quantum Optimization for Training Quantum Neural Networks.

Yidong Liao, Min-Hsiu Hsieh, Chris Ferrie
Quantum Machine Intelligence, vol. 6, Art. 33, 2024. DOI: 10.1007/s42484-024-00169-w

Doubling the order of approximation via the randomized product

Chien Hung Cho, Dominic W. Berry, Min-Hsiu Hsieh
Physical Review A, vol. 109, Art. 062431, 2024. DOI: 10.1103/PhysRevA.109.062431

Quantum state tomography via non-convex Riemannian gradient descent

Ming-Chien Hsu, En-Jui Kuo, Wei-Hsuan Yu, Jian-Feng Cai, Min-Hsiu Hsieh
Physical Review Letters, vol. 132, Art. 240804, 2024. DOI: 10.1103/PhysRevLett.132.240804 scholars.ncu.edu.tw +15 link.aps.org +15 semanticscholar.org +15

(Quantum) complexity of testing signed graph clusterability

Kuo-Chin Chen, Simon Apers, Min-Hsiu Hsieh
In 19th Conference on the Theory of Quantum Computation, Communication and Cryptography (TQC 2024), LIPIcs, vol. 310, pp. 8:1–8:16, 2024. DOI: 10.4230/LIPIcs.TQC.2024.8

Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer

Chen-Yu Liu, Hsin-Yu Wang, Pei-Yen Liao, Ching-Jui Lai, Min-Hsiu Hsieh
Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN), pp. 1–8, 2024. DOI: 10.1109/IJCNN60899.2024.10650298

Characterizing First Arrival Position Channels: Noise Distribution and Capacity Analysis

Yen-Chi Lee, Yun-Feng Lo, Jen-Ming Wu, Min-Hsiu Hsieh
IEEE Transactions on Communications, vol. 72, no. 7, pp. 4010–4025, 2024. DOI: 10.1109/TCOMM.2024.3374348

On the Capacity of Zero-Drift First Arrival Position Channels in Diffusive Molecular Communication

Yen-Chi Lee, Min-Hsiu Hsieh
arXiv preprint, 2023. DOI: 10.48550/arXiv.2201.11383

Problem-dependent power of quantum neural networks on multiclass classification

Yuxuan Du, Yibo Yang, Dacheng Tao, Min-Hsiu Hsieh
Phys. Rev. Lett. 131, 140601

Geometrically Local Quantum and Classical Codes from Subdivision

Ting-Chun Lin, Adam Wills, Min-Hsiu Hsieh
arXiv preprint, 2023. DOI: 10.48550/arXiv.2309.16104

Approximate reconstructability of quantum states and noisy quantum secret sharing schemes

Yingkai Ouyang, Kaumudibikash Goswami, Jacquiline Romero, Barry C. Sanders, Min-Hsiu Hsieh, Marco Tomamichel
Phys. Rev. A 108, 012425 (2023)

Counting stabiliser codes for arbitrary dimension

Tanmay Singal, Che Chiang, Eugene Hsu, Eunsang Kim, Hsi-Sheng Goan, Min-Hsiu Hsieh
Quantum 7, 1048 (2023)

Exploring the Advantages of Quantum Generative Adversarial Networks in Generative Chemistry

Po-Yu Kao, Ya-Chu Yang, Wei-Yin Chiang, Jen-Yueh Hsiao, Yudong Cao, Alex Aliper, Feng Ren, Alan Aspuru-Guzik, Alex Zhavoronkov, Min-Hsiu Hsieh, Yen-Chu Lin

One-Shot Distributed Source Simulation: As Quantum as it Can Get.

Ian George, Min-Hsiu Hsieh, Eric Chitambar

Theoretical error performance analysis for variational quantum circuit based functional regression

Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hsiu Hsieh
npj Quantum Information volume 9, Article number: 4 (2023).

Towards a general framework of Randomized Benchmarking for non-Markovian Noise

Pedro Figueroa-Romero, Kavan Modi, Min-Hsiu Hsieh

Partially Concatenated Calderbank-Shor-Steane Codes Achieving the Quantum Gilbert-Varshamov Bound Asymptotically

Jihao Fan, Jun Li, Ya Wang, Yonghui Li, Min-Hsiu Hsieh, Jiangfeng Du

Partial equivalence checking of quantum circuit

Tain-Fu Chen, Jie-Hong R. Jiang, Min-Hsiu Hsieh

Entanglement-assisted concatenated quantum codes

Jihao Fan, Jun Li, Yongbin Zhou, Min-Hsiu Hsieh, H. Vincent Poor

Good Quantum LDPC Codes with Linear Time Decoders

Irit Dinur, Min-Hsiu Hsieh, Ting-Chun Lin, Thomas Vidick
STOC 2023, accpeted on Feb 06, 2023.

Duality between source coding with quantum side information and c-q channel coding

Hao-Chung Cheng, Eric P. Hanson, Nilanjana Datta, Min-Hsiu Hsieh

Recent Advances for Quantum Neural Networks in Generative Learning

Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao

One-Shot Trade-Off Bounds for State Redistribution of Classical-Quantum Sources

Eyuri Wakakuwa, Yoshifumi Nakata, Min-Hsiu Hsieh
Quantum 6, 724 (2022)

Quantum circuit architecture search for variational quantum algorithms

Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao

Efficient Bipartite Entanglement Detection Scheme with a Quantum Adversarial Solver

Xu-Fei Yin, Yuxuan Du, Yue-Yang Fei, Rui Zhang, Li-Zheng Liu, Yingqiu Mao, Tongliang Liu, Min-Hsiu Hsieh, Li Li, Nai-Le Liu, Dacheng Tao, Yu-Ao Chen, Jian-Wei Pan
Phys. Rev. Lett. 128, 110501

Properties of Noncommutative Renyi and Augustin Information

Hao-Chung Cheng, Li Gao, Min-Hsiu Hsieh
arXiv:1811.04218

Quantum Differentially Private Sparse RegressionLearning

Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao

Gaussian initializations help deep variational quantum circuits escape from the barren plateau

Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao

Randomized Benchmarking for Non-Markovian Noise

Pedro Figueroa-Romero, Kavan Modi, Robert J. Harris, Thomas M. Stace, Min-Hsiu Hsieh
PRX Quantum 2, 040351

Sublinear quantum algorithms for estimating von Neumann entropy

Tom Gur, Min-Hsiu Hsieh, Sathyawageeswar Subramanian
arXiv:2111.11139

On the learnability of quantum neural networks

Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao
PRX Quantum 2, 040337

Experimental Quantum Generative Adversarial Networks for Image Generation

He-Liang Huang, Yuxuan Du, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chao-Yang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, Jian-Wei Pan
Phys. Rev. Applied 16, 024051

Quantum algorithm for estimating α-Renyi entropies of quantum states

Sathyawageeswar Subramanian, Min-Hsiu Hsieh
Phys. Rev. A 104, 022428

From Generalization of Bacon-Shor Codes to High Performance Quantum LDPC Codes

Jihao Fan, Jun Li, Ya Wang, Yonghui Li, Min-Hsiu Hsieh, Jiangfeng Du

Hierarchy of quantum operations in manipulating coherence and entanglement

Hayata Yamasaki, Madhav Krishnan Vijayan, Min-Hsiu Hsieh
Quantum 5, 480 (2021)

Quantum noise protects quantum classifiers against adversaries

Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu
Phys. Rev. Research 3, 023153

Entanglement-assisted multiple-access channels: capacity regions and protocol designs

Min-Hsiu Hsieh, Haowei Shi, Saikat Guha, Zheshen Zhang, Quntao Zhuang

Quantum Optimization for Training Quantum Neural Network

Min-Hsiu Hsieh, Yidong Liao, Chris Ferrie

A Grover-search based quantum learning scheme for classification

Min-Hsiu Hsieh, Yuxuan Du, Tongliang Liu, Dacheng Tao
New Journal of Physics, Volume  23, 023020 (2021)

Quantum Speedup in Adaptive Boosting of Binary Classification

Min-Hsiu Hsieh, Ximing Wang, Yuechi Ma, Manhong Yung
SCIENCE CHINA Physics, Mechanics & Astronomy, Volume 64 , Issue 2 : 220311 (2021)

Non-Asymptotic Classical Data Compression with Quantum Side Information

Min-Hsiu Hsieh, Hao-Chung Cheng, Eric P. Hanson, Nilanjana Datta
IEEE Transactions on Information Theory, vol. 67, no. 2, pp. 902-930, (2021)

Efficient State Read-out for Quantum Machine Learning Algorithms.

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
Phys. Rev. Research 3, 043095