Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yuxuan Du

On exploring practical potentials of quantum auto-encoder with advantages


Jun 29, 2021
Yuxuan Du, Dacheng Tao


  Access Paper or Ask Questions

Accelerating variational quantum algorithms with multiple quantum processors


Jun 24, 2021
Yuxuan Du, Yang Qian, Dacheng Tao


  Access Paper or Ask Questions

The dilemma of quantum neural networks


Jun 09, 2021
Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao


  Access Paper or Ask Questions

Towards understanding the power of quantum kernels in the NISQ era


Mar 31, 2021
Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao


  Access Paper or Ask Questions

Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers


Nov 12, 2020
Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao

* 8+9 pages. See also a concurrent paper that appeared yesterday [arXiv:2010.08561] 

  Access Paper or Ask Questions

Experimental Quantum Generative Adversarial Networks for Image Generation


Oct 21, 2020
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

* Our first version was submitted to the journal in January 2020. Comments are welcome 

  Access Paper or Ask Questions

Quantum differentially private sparse regression learning


Jul 23, 2020
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao


  Access Paper or Ask Questions

Quantum noise protects quantum classifiers against adversaries


Mar 20, 2020
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu

* 16 pages, 8 figures 

  Access Paper or Ask Questions

A Quantum-inspired Algorithm for General Minimum Conical Hull Problems


Jul 16, 2019
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao


  Access Paper or Ask Questions

Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications


Apr 21, 2019
Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao


  Access Paper or Ask Questions

The Expressive Power of Parameterized Quantum Circuits


Oct 29, 2018
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao

* Comments welcomed! 

  Access Paper or Ask Questions

Implementable Quantum Classifier for Nonlinear Data


Sep 17, 2018
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao

* 9 pages 

  Access Paper or Ask Questions