Yuxuan Du
Yuxuan Du
Nanyang Technological University
Potvrđena adresa e-pošte na - Početna stranica
Expressive power of parametrized quantum circuits
Y Du, MH Hsieh, T Liu, D Tao
Physical Review Research 2 (3), 033125, 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
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
Efficient measure for the expressivity of variational quantum algorithms
Y Du, Z Tu, X Yuan, D Tao
Physical Review Letters 128 (8), 080506, 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
Learnability of quantum neural networks
Y Du, MH Hsieh, T Liu, S You, D Tao
PRX quantum 2 (4), 040337, 2021
Towards understanding the power of quantum kernels in the NISQ era
X Wang, Y Du, Y Luo, D Tao
Quantum 5, 531, 2021
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
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, 2023
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
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
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
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
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
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
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
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
On exploring practical potentials of quantum auto-encoder with advantages
Y Du, D Tao
arXiv preprint arXiv:2106.15432, 2021
Symmetric Pruning in Quantum Neural Networks
X Wang, J Liu, T Liu, Y Luo, Y Du, D Tao
ICLR 2023, 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
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