Yuxuan Du

Cited by

	All	Since 2020
Citations	1851	1822
h-index	20	20
i10-index	27	27

820

410

205

615

201920202021202220232024202521 39 156 301 446 814 63

Public access

View all

18 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Dacheng TaoNanyang Technological UniversityVerified email at ntu.edu.sg
Tongliang LiuDirector, Sydney AI Centre, University of Sydney & Mohamed bin Zayed University of AIVerified email at sydney.edu.au
Min-Hsiu HsiehFoxconn Research, Quantum Computing Research CenterVerified email at foxconn.com
Shan YouSenseTime ResearchVerified email at sensetime.com
Xingyao WuJD Explore AcademyVerified email at umd.edu
Xinbiao WangWuhan university (Email: wangxb08 [at] whu [dot] edu [dot] cn)Verified email at whu.edu.cn
Xiao Yuan（袁骁）CFCS, Peking UniversityVerified email at pku.edu.cn
Qian YangThe University of SydneyVerified email at uni.sydney.edu.au
Tao HuangUniversity of SydneyVerified email at uni.sydney.edu.au
Chaoyue WangArtificial Intelligence Generated Content (AIGC)Verified email at alumni.uts.edu.au
Jian-Wei PanUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
Yu-Ao ChenProfessor of Physics, University of Science and Technology of ChinaVerified email at ustc.edu.cn
Yong LuoWuhan UniversityVerified email at whu.edu.cn
Chao-Yang LuUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
He-Liang HuangUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
Yibo YangResearch Scientist, KAUSTVerified email at pku.edu.cn
Shanshan ZhaoAlibabaVerified email at uni.sydney.edu.au
Nana LiuShanghai Jiao Tong UniversityVerified email at quantumlah.org
Kaining ZhangUniversity of SydneyVerified email at uni.sydney.edu.au
Qing LIUFudan UniversityVerified email at fudan.edu.cn

Yuxuan Du

Nanyang Technological University

Verified email at uni.sydney.edu.au - Homepage

Quantum machine learning Quantum computing AI for Quantum Science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Expressive power of parametrized quantum circuits Y Du, MH Hsieh, T Liu, D Tao Physical Review Research 2 (3), 033125, 2020	379	2020
Experimental quantum generative adversarial networks for image generation HL Huang, Y Du, M Gong, Y Zhao, Y Wu, C Wang, S Li, F Liang, J Lin, ... Physical Review Applied 16 (2), 024051, 2021	229	2021
Quantum circuit architecture search for variational quantum algorithms Y Du, T Huang, S You, MH Hsieh, D Tao npj Quantum Information 8 (1), 62, 2022	174*	2022
Efficient measure for the expressivity of variational quantum algorithms Y Du, Z Tu, X Yuan, D Tao Physical Review Letters 128 (8), 080506, 2022	131	2022
Quantum noise protects quantum classifiers against adversaries Y Du, MH Hsieh, T Liu, D Tao, N Liu Physical Review Research 3 (2), 023153, 2021	125	2021
Learnability of quantum neural networks Y Du, MH Hsieh, T Liu, S You, D Tao PRX quantum 2 (4), 040337, 2021	117	2021
Recent advances for quantum neural networks in generative learning J Tian, X Sun, Y Du, S Zhao, Q Liu, K Zhang, W Yi, W Huang, C Wang, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (10 …, 2023	75	2023
Towards understanding the power of quantum kernels in the NISQ era X Wang, Y Du, Y Luo, D Tao Quantum 5, 531, 2021	74	2021
QAOA-in-QAOA: solving large-scale MaxCut problems on small quantum machines Z Zhou, Y Du, X Tian, D Tao Physical Review Applied 19 (2), 024027, 2023	63	2023
A grover-search based quantum learning scheme for classification Y Du, MH Hsieh, T Liu, D Tao New Journal of Physics 23 (2), 023020, 2021	59*	2021
Problem-dependent power of quantum neural networks on multiclass classification Y Du, Y Yang, D Tao, MH Hsieh Physical Review Letters 131 (14), 140601, 2023	40	2023
Dyrep: Bootstrapping training with dynamic re-parameterization T Huang, S You, B Zhang, Y Du, F Wang, C Qian, C Xu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022	37	2022
Class-dependent label-noise learning with cycle-consistency regularization D Cheng, Y Ning, N Wang, X Gao, H Yang, Y Du, B Han, T Liu Advances in Neural Information Processing Systems 35, 11104-11116, 2022	34	2022
Quantum differentially private sparse regression learning Y Du, MH Hsieh, T Liu, S You, D Tao IEEE Transactions on Information Theory 68 (8), 5217-5233, 2022	31	2022
The dilemma of quantum neural networks Y Qian, X Wang, Y Du, X Wu, D Tao IEEE Transactions on Neural Networks and Learning Systems, 1 - 13, 2022	26	2022
On Exploring the Potential of Quantum Auto-Encoder for Learning Quantum Systems Y Du, D Tao IEEE Transactions on Neural Networks and Learning Systems, 2024	24*	2024
Symmetric Pruning in Quantum Neural Networks X Wang, J Liu, T Liu, Y Luo, Y Du, D Tao ICLR 2023, 2022	24	2022
Efficient bipartite entanglement detection scheme with a quantum adversarial solver XF Yin, Y Du, YY Fei, R Zhang, LZ Liu, Y Mao, T Liu, MH Hsieh, L Li, ... Physical Review Letters 128 (11), 110501, 2022	24*	2022
A distributed learning scheme for variational quantum algorithms Y Du, Y Qian, X Wu, D Tao IEEE Transactions on Quantum Engineering 3, 1-16, 2022	23*	2022
Unentangled quantum reinforcement learning agents in the openai gym JY Hsiao, Y Du, WY Chiang, MH Hsieh, HS Goan arXiv preprint arXiv:2203.14348, 2022	22	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors