Publications

Preprint

  1. Kuo-Chin Chen and Min-Hsiu Hsieh. An adaptive algorithm for the exact Euclidean traveling salesman problem with quadratic improvement. Submitted to STOC 2022.
  2. Sathyawageeswar Subramanian, Tom Gur, Min-Hsiu Hsieh. Sublinear quantum algorithms for estimating von Neumann entropy. Submitted to QIP 2022.
  3. Tanmay Singal and Min-Hsiu Hsieh. Random transvections approximate unitary3-designs. Submitted to QIP 2022.
  4. Jihao Fan, Jun Li, Ya Wang, Yonghui Li, Min-Hsiu Hsieh, Jiangfeng Du. From Generalization of Bacon-Shor Codes to High Performance Quantum LDPC Codes. arXiv:2107.05174 (2021).
  5. Yidong Liao, Min-Hsiu Hsieh, Chris Ferrie. Quantum Optimization for Training Quantum Neural Networks. arXiv:2103.17047 (2021).

Journal

  1. Pedro Figueroa-Romero, Kavan Modi, Thomas M. Stace, Min-Hsiu Hsieh. Randomised benchmarking for non-Markovian noise. Accepted in PRX-Quantum on Nov 5, 2021.
  2. Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao. On the learnability of quantum neural networks. Accepted in PRX-Quantum on Oct 19, 2021.
  3. Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao. Efficient State Read-out for Quantum Machine Learning Algorithms. Physical Review Research 3, 04395 (2021). [doi]
  4. 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. Experimental Quantum Generative Adversarial Networks for Image Generation. Physical Review Applied 16, 024051 (2021). [doi]
  5. Sathyawageeswar Subramanian, Min-Hsiu Hsieh. Quantum algorithm for estimating Renyi entropies of quantum states. Physical Review A 104, 022428 (2021). [doi]
  6. Hayata Yamasaki, Madhav Krishnan Vijayan, Min-Hsiu Hsieh. Hierarchy of quantum operations in manipulating coherence and entanglement. Quantum 5, 480 (2021).
  7. Jihao Fan, Jun Li, Jianxin Wang, Zhihui Wei , Min-Hsiu Hsieh. Asymmetric Quantum Concatenated and Tensor Product Codes With Large Z-Distances. IEEE Transactions on Communications, Volume: 69, Issue: 6, pp: 3971-3983 (2021). [doi]
  8. Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu. Quantum noise protects quantum classifiers against adversaries. Physical Review Research 3, 023153 (2021). [doi]
  9. Haowei Shi, Min-Hsiu Hsieh, Saikat Guha, Zheshen Zhang, Quntao Zhuang. Entanglement-assisted multiple-access channels: capacity regions and protocol designs. npj Quantum Information volume 7, Article number: 74 (2021). [doi]