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Samuel Yen-Chi Chen
Samuel Yen-Chi Chen
Wells Fargo
Verifisert e-postadresse på ieee.org - Startside
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Variational quantum circuits for deep reinforcement learning
SYC Chen, CHH Yang, J Qi, PY Chen, X Ma, HS Goan
IEEE Access 8, 141007-141024, 2020
4042020
Quantum long short-term memory
SYC Chen, S Yoo, YLL Fang
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2172022
Supercomputer-based ensemble docking drug discovery pipeline with application to Covid-19
A Acharya, R Agarwal, M Baker, J Baudry, D Bhowmik, S Boehm, K Byler, ...
Journal of Chemical Information and Modeling, 2020
1832020
Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition
CHH Yang, J Qi, SYC Chen, PY Chen, SM Siniscalchi, X Ma, CH Lee
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
1762021
Federated quantum machine learning
SYC Chen, S Yoo
Entropy 23 (4), 460, 2021
1612021
Quantum convolutional neural networks for high energy physics data analysis
SYC Chen, TC Wei, C Zhang, H Yu, S Yoo
Physical Review Research 4 (1), 013231, 2022
1452022
Quantum Architecture Search via Deep Reinforcement Learning
EJ Kuo, YLL Fang, SYC Chen
arXiv preprint arXiv:2104.07715, 2021
1062021
The dawn of quantum natural language processing
R Di Sipio, JH Huang, SYC Chen, S Mangini, M Worring
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
1032022
Variational quantum reinforcement learning via evolutionary optimization
SYC Chen, CM Huang, CW Hsing, HS Goan, YJ Kao
Machine Learning: Science and Technology 3 (1), 015025, 2022
972022
Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC
SL Wu, S Sun, W Guan, C Zhou, J Chan, CL Cheng, T Pham, Y Qian, ...
Physical Review Research 3 (3), 033221, 2021
912021
Application of quantum machine learning using the quantum variational classifier method to high energy physics analysis at the LHC on IBM quantum computer simulator and …
SL Wu, J Chan, W Guan, S Sun, A Wang, C Zhou, M Livny, F Carminati, ...
Journal of Physics G: Nuclear and Particle Physics 48 (12), 125003, 2021
902021
An end-to-end trainable hybrid classical-quantum classifier
SYC Chen, CM Huang, CW Hsing, YJ Kao
Machine Learning: Science and Technology 2 (4), 045021, 2021
772021
Quantum machine learning with differential privacy
WM Watkins, SYC Chen, S Yoo
Scientific Reports 13 (1), 2453, 2023
622023
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
SYC Chen, CM Huang, CW Hsing, YJ Kao
arXiv preprint arXiv:2011.14651, 2020
592020
WHEN BERT MEETS QUANTUM TEMPORAL CONVOLUTION LEARNING FOR TEXT CLASSIFICATION IN HETEROGENEOUS COMPUTING
CHH Yang, J Qi, SYC Chen, Y Tsao, PY Chen
51*
Unified framework for quantum classification
NA Nghiem, SYC Chen, TC Wei
Physical Review Research 3 (3), 033056, 2021
46*2021
Hybrid Quantum-Classical Graph Convolutional Network
SYC Chen, TC Wei, C Zhang, H Yu, S Yoo
arXiv preprint arXiv:2101.06189, 2021
452021
Quantum Architecture Search via Continual Reinforcement Learning
E Ye, SYC Chen
arXiv preprint arXiv:2112.05779, 2021
292021
Quantum deep recurrent reinforcement learning
SYC Chen
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
272023
Foundations of quantum federated learning over classical and quantum networks
M Chehimi, SYC Chen, W Saad, D Towsley, M Debbah
IEEE Network 38 (1), 124-130, 2023
252023
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Artikler 1–20