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Samuel Yen-Chi Chen
Samuel Yen-Chi Chen
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Title
Cited by
Cited by
Year
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
1382020
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
1122020
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
692021
Federated quantum machine learning
SYC Chen, S Yoo
Entropy 23 (4), 460, 2021
472021
Quantum long short-term memory
SYC Chen, S Yoo, YLL Fang
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
392022
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
382021
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
372022
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
312021
Quantum Architecture Search via Deep Reinforcement Learning
EJ Kuo, YLL Fang, SYC Chen
arXiv preprint arXiv:2104.07715, 2021
292021
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
222021
Unified framework for quantum classification
NA Nghiem, SYC Chen, TC Wei
Physical Review Research 3 (3), 033056, 2021
22*2021
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
212020
Hybrid Quantum-Classical Graph Convolutional Network
SYC Chen, TC Wei, C Zhang, H Yu, S Yoo
arXiv preprint arXiv:2101.06189, 2021
162021
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
142022
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
112022
Explainable Deep Convolutional Candlestick Learner
JH Chen, SYC Chen, YC Tsai, CS Shur
arXiv preprint arXiv:2001.02767, 2020
72020
WHEN BERT MEETS QUANTUM TEMPORAL CONVOLUTION LEARNING FOR TEXT CLASSIFICATION IN HETEROGENEOUS COMPUTING
CHH Yang, J Qi, SYC Chen, Y Tsao, PY Chen
6*
Quantum Architecture Search via Continual Reinforcement Learning
E Ye, SYC Chen
arXiv preprint arXiv:2112.05779, 2021
32021
Quantum machine learning with differential privacy
WM Watkins, SYC Chen, S Yoo
arXiv preprint arXiv:2103.06232, 2021
32021
Reservoir Computing via Quantum Recurrent Neural Networks
SYC Chen, D Fry, A Deshmukh, V Rastunkov, C Stefanski
arXiv preprint arXiv:2211.02612, 2022
22022
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