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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
3282020
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
1692020
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
1562021
Quantum long short-term memory
SYC Chen, S Yoo, YLL Fang
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
1532022
Federated quantum machine learning
SYC Chen, S Yoo
Entropy 23 (4), 460, 2021
1262021
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
1102022
Quantum Architecture Search via Deep Reinforcement Learning
EJ Kuo, YLL Fang, SYC Chen
arXiv preprint arXiv:2104.07715, 2021
862021
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
772022
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
772021
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
742021
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
722022
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
662021
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
512020
Quantum machine learning with differential privacy
WM Watkins, SYC Chen, S Yoo
Scientific Reports 13 (1), 2453, 2023
442023
Unified framework for quantum classification
NA Nghiem, SYC Chen, TC Wei
Physical Review Research 3 (3), 033056, 2021
44*2021
Hybrid Quantum-Classical Graph Convolutional Network
SYC Chen, TC Wei, C Zhang, H Yu, S Yoo
arXiv preprint arXiv:2101.06189, 2021
402021
WHEN BERT MEETS QUANTUM TEMPORAL CONVOLUTION LEARNING FOR TEXT CLASSIFICATION IN HETEROGENEOUS COMPUTING
CHH Yang, J Qi, SYC Chen, Y Tsao, PY Chen
40*
Quantum Architecture Search via Continual Reinforcement Learning
E Ye, SYC Chen
arXiv preprint arXiv:2112.05779, 2021
232021
Quantum deep recurrent reinforcement learning
SYC Chen
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
172023
Foundations of Quantum Federated Learning Over Classical and Quantum Networks
M Chehimi, SYC Chen, W Saad, D Towsley, M Debbah
IEEE Network, 2023
162023
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