Quantum machine learning with differential privacy
Watkins, William M., Chen, Samuel Yen-Chi, Yoo, Shinjae
Published in Scientific reports (11.02.2023)
Published in Scientific reports (11.02.2023)
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Journal Article
Foundations of Quantum Federated Learning Over Classical and Quantum Networks
Chehimi, Mahdi, Chen, Samuel Yen-Chi, Saad, Walid, Towsley, Don, Debbah, Merouane
Published in IEEE network (01.01.2024)
Published in IEEE network (01.01.2024)
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Journal Article
Quantum convolutional neural networks for high energy physics data analysis
Chen, Samuel Yen-Chi, Wei, Tzu-Chieh, Zhang, Chao, Yu, Haiwang, Yoo, Shinjae
Published in Physical review research (01.03.2022)
Published in Physical review research (01.03.2022)
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Journal Article
Variational Quantum Circuits for Deep Reinforcement Learning
Chen, Samuel Yen-Chi, Yang, Chao-Han Huck, Qi, Jun, Chen, Pin-Yu, Ma, Xiaoli, Goan, Hsi-Sheng
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition
Yang, Chao-Han Huck, Qi, Jun, Chen, Samuel Yen-Chi, Chen, Pin-Yu, Siniscalchi, Sabato Marco, Ma, Xiaoli, Lee, Chin-Hui
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
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 hardware with 10 qubits
Wu, Sau Lan, Chan, Jay, Guan, Wen, Sun, Shaojun, Wang, Alex, Zhou, Chen, Livny, Miron, Carminati, Federico, Di Meglio, Alberto, Li, Andy C Y, Lykken, Joseph, Spentzouris, Panagiotis, Chen, Samuel Yen-Chi, Yoo, Shinjae, Wei, Tzu-Chieh
Published in Journal of physics. G, Nuclear and particle physics (01.12.2021)
Published in Journal of physics. G, Nuclear and particle physics (01.12.2021)
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Journal Article
The Dawn of Quantum Natural Language Processing
Di Sipio, Riccardo, Huang, Jia-Hong, Chen, Samuel Yen-Chi, Mangini, Stefano, Worring, Marcel
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
An end-to-end trainable hybrid classical-quantum classifier
Chen, Samuel Yen-Chi, Huang, Chih-Min, Hsing, Chia-Wei, Kao, Ying-Jer
Published in Machine learning: science and technology (01.12.2021)
Published in Machine learning: science and technology (01.12.2021)
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Journal Article
Quantum Deep Recurrent Reinforcement Learning
Chen, Samuel Yen-Chi
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Unified framework for quantum classification
Nghiem, Nhat A., Chen, Samuel Yen-Chi, Wei, Tzu-Chieh
Published in Physical review research (01.07.2021)
Published in Physical review research (01.07.2021)
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Journal Article
Suppression of Gonadotropins and Estradiol in Premenopausal Women by Oral Administration of the Nonpeptide Gonadotropin-Releasing Hormone Antagonist Elagolix
Struthers, R. Scott, Nicholls, Andrew J., Grundy, John, Chen, Takung, Jimenez, Roland, Yen, Samuel S. C., Bozigian, Haig P.
Published in The journal of clinical endocrinology and metabolism (01.02.2009)
Published in The journal of clinical endocrinology and metabolism (01.02.2009)
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Journal Article
Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC
Wu, Sau Lan, Sun, Shaojun, Guan, Wen, Zhou, Chen, Chan, Jay, Cheng, Chi Lung, Pham, Tuan, Qian, Yan, Wang, Alex Zeng, Zhang, Rui, Livny, Miron, Glick, Jennifer, Barkoutsos, Panagiotis Kl, Woerner, Stefan, Tavernelli, Ivano, Carminati, Federico, Di Meglio, Alberto, Li, Andy C. Y., Lykken, Joseph, Spentzouris, Panagiotis, Chen, Samuel Yen-Chi, Yoo, Shinjae, Wei, Tzu-Chieh
Published in Physical review research (08.09.2021)
Published in Physical review research (08.09.2021)
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Journal Article
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
Yang, Chao-Han Huck, Qi, Jun, Chen, Samuel Yen-Chi, Tsao, Yu, Chen, Pin-Yu
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Quantum Long Short-Term Memory
Chen, Samuel Yen-Chi, Yoo, Shinjae, Fang, Yao-Lung L.
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Variational quantum reinforcement learning via evolutionary optimization
Chen, Samuel Yen-Chi, Huang, Chih-Min, Hsing, Chia-Wei, Goan, Hsi-Sheng, Kao, Ying-Jer
Published in Machine learning: science and technology (01.03.2022)
Published in Machine learning: science and technology (01.03.2022)
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Journal Article
Transferable Graph Neural Fingerprint Models for Quick Response to Future Bio-Threats
Chen, Wei, Ren, Yihui, Kagawa, Ai, Carbone, Matthew R., Chen, Samuel Yen-Chi, Qu, Xiaohui, Yoo, Shinjae, Clyde, Austin, Ramanathan, Arvind, Stevens, Rick L., van Dam, Hubertus J. J., Lu, Deyu
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
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Conference Proceeding