Publications
For my latest publication list, see Google Scholar
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Ying-Jer Kao
arXiv preprint arXiv:2011.14651
A Unified Classification Framework with Quantum Metric Learning
Nhat A Nghiem, Samuel Yen-Chi Chen, Tzu-Chieh Wei
arXiv preprint arXiv:2010.13186
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
arXiv preprint arXiv:2010.13309
Quantum Long Short-Term Memory
Samuel Yen-Chi Chen, Shinjae Yoo, Yao-Lung L. Fang
arXiv preprint arXiv:2009.01783
Adversarial Robustness of Deep Convolutional Candlestick Learner
Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai, Chih-Shiang Shur
arXiv preprint arXiv:2006.03686
Data Augmentation for Deep Candlestick Learner
Chia-Ying Tsao, Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai
arXiv preprint arXiv:2005.06731
Explainable Deep Convolutional Candlestick Learner
Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai, Chih-Shiang Shur
arXiv preprint arXiv:2001.02767
Variational Quantum Circuits for Deep Reinforcement Learning
Samuel Yen-Chi Chen, Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Xiaoli Ma, Hsi-Sheng Goan
arXiv preprint arXiv:1907.00397