钱 扬(Yang Qian)

钱 扬(Yang Qian)

Stay hungry, stay foolish

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Archive Layout with Content

A variety of common markup showing how the theme styles them.

Header one

Header two

Header three

Header four

Header five
Header six

Blockquotes

Single line blockquote:

Quotes are cool.

Tables

EntryItem 
John Doe2016Description of the item in the list
Jane Doe2019Description of the item in the list
Doe Doe2022Description of the item in the list
Header1Header2Header3
cell1cell2cell3
cell4cell5cell6
cell1cell2cell3
cell4cell5cell6
Foot1Foot2Foot3

Definition Lists

Definition List Title
Definition list division.
Startup
A startup company or startup is a company or temporary organization designed to search for a repeatable and scalable business model.
#dowork
Coined by Rob Dyrdek and his personal body guard Christopher “Big Black” Boykins, “Do Work” works as a self motivator, to motivating your friends.
Do It Live
I’ll let Bill O’Reilly explain this one.

Unordered Lists (Nested)

Ordered List (Nested)

  1. List item one
    1. List item one
      1. List item one
      2. List item two
      3. List item three
      4. List item four
    2. List item two
    3. List item three
    4. List item four
  2. List item two
  3. List item three
  4. List item four

Buttons

Make any link standout more when applying the .btn class.

Notices

Watch out! You can also add notices by appending {: .notice} to a paragraph.

HTML Tags

Address Tag

1 Infinite Loop
Cupertino, CA 95014
United States

This is an example of a link.

Abbreviation Tag

The abbreviation CSS stands for “Cascading Style Sheets”.

Cite Tag

“Code is poetry.” —Automattic

Code Tag

You will learn later on in these tests that word-wrap: break-word; will be your best friend.

Strike Tag

This tag will let you strikeout text.

Emphasize Tag

The emphasize tag should italicize text.

Insert Tag

This tag should denote inserted text.

Keyboard Tag

This scarcely known tag emulates keyboard text, which is usually styled like the <code> tag.

Preformatted Tag

This tag styles large blocks of code.

.post-title {
  margin: 0 0 5px;
  font-weight: bold;
  font-size: 38px;
  line-height: 1.2;
  and here's a line of some really, really, really, really long text, just to see how the PRE tag handles it and to find out how it overflows;
}

Quote Tag

Developers, developers, developers… –Steve Ballmer

Strong Tag

This tag shows bold text.

Subscript Tag

Getting our science styling on with H2O, which should push the “2” down.

Superscript Tag

Still sticking with science and Isaac Newton’s E = MC2, which should lift the 2 up.

Variable Tag

This allows you to denote variables.

About Me

I am currently a Global Research Assistant Professor at the Department of Data Science in the City University of Hong Kong (CityUHK). I received the B.S. degree from Huazhong University of Science and Technology (HUST) in 2016, and the M.S. degree from Institute of Automation Chinese Academy of Sciences (CASIA) in 2019. I received Ph.D degree in the School of Computer science, The University of Sydney (USYD) under the supervision of Prof. Dacheng Tao in 2024.

Research Interests: deep learning, quantum machine learning, distributed optimization.

Research

Recent Publications

  1. Yuxuan Du*, Xinbiao Wang*, Naixu Guo*, Zhan Yu*, Yang Qian*, Kaining Zhang*, Min-Hsiu Hsieh, Patrick Rebentrost, Dacheng Tao, “Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers”, arXiv:2502.01146, Feb 2025.  
  2. Kehuan Linghu*, Yang Qian*, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu, “Quantum circuit architecture search on a superconducting processor”, Entropy, Nov 2024.  
  3. Yang Qian, Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao, “MG-Net: Learn to Customize QAOA with Circuit Depth Awareness,” In 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Sep 2024.    
  4. Yang Qian, Yuxuan Du, Zhenliang He, Min-Hsiu Hsieh, Dacheng Tao, “Multimodal Deep Representation Learning for Quantum Cross-Platform Verification,” Physical Review Letters, Aug 2024.    
  5. Yang Qian, Yuxuan Du, Dacheng Tao, “Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction,” Quantum Machine Intelligence, Jun 2024.  
  6. Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao, “The dilemma of quantum neural networks,” IEEE Transactions on Neural Networks and Learning Systems, Oct 2022.  
  7. Yuxuan Du, Yang Qian, Xingyao Wu, Dacheng Tao, “A distributed learning scheme for variational quantum algorithms”, IEEE Transactions on Quantum Engineering, May 2022.  
  8. Kehuan Linghu, Yang Qian, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu, “Quantum circuit architecture search on a superconducting processor”, arXiv:2201.00934, Jan 2022.    
  9. Qiang Meng, Xiaqing Xu, Xiaobo Wang, Yang Qian, Yunxiao Qin, Zezheng Wang, Chenxu Zhao, Feng Zhou, Zhen Lei, “PoseFace: Pose-invariant features and pose-adaptive loss for face recognition”, arXiv:2107.11721, Jul 2021.    
  10. Yinlin Li, Yang Qian, Xu Yang, Yuren Zhang, “Activity and relationship modeling driven weakly supervised object detection”, 25th International Conference on Pattern Recognition (ICPR), Jan 2021.  
  11. Xiaoqing Li, Yang Qian, Rui Li, Xingyu Niu, Hong Qiao, “Robust form-closure grasp planning for 4-pin gripper using learning-based attractive region in environment”, Neurocomputing, Apr 2024.  
  12. Yinlin Li, Lihao Jia, Zidong Wang, Yang Qian, Hong Qiao, “Un-supervised and semi-supervised hand segmentation in egocentric images with noisy label learning”, Neurocomputing, Mar 2019.  
  13. Yang Qian, Hong Qiao, Jing Xu, “Understanding deep neural network by filter sensitive area generation network”, Neural Information Processing: 25th International Conference, ICONIP 2018.