Quantum Machine Learning: An Interplay Between Quantum Computing and Machine Learning
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2025
- ISCAS 2025
Conference paper
Publications
10 results for Jun Qi
QTN-VQC: an end-to-end learning framework for quantum neural networks
- Jun Qi
- Chao-Han Yang
- et al.
- 2023
- Physica Scripta
PaperTheoretical error performance analysis for variational quantum circuit based functional regression
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2023
- npj Quantum Information
PaperExploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2023
- IEEE/ACM TASLP
PaperWhen BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
- Chao-Han Huck Yang
- Jun Qi
- et al.
- 2022
- ICASSP 2022
Conference paperQTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks
- Jun Qi
- Chao-Han Huck Yang
- et al.
- 2021
- NeurIPS 2021
Workshop paperDecentralizing feature extraction with quantum convolutional neural network for automatic speech recognition
- Chao-Han Huck Yang
- Jun Qi
- et al.
- 2021
- ICASSP 2021
Conference paperCharacterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
- Chao Han Yang
- Jun Qi
- et al.
- 2020
- ICASSP 2020
Conference paperEnhanced Adversarial Strategically-Timed Attacks Against Deep Reinforcement Learning
- Chao-Han Huck Yang
- Jun Qi
- et al.
- 2020
- ICASSP 2020
Conference paperVariational Quantum Circuits for Deep Reinforcement Learning
- Samuel Yen-Chi Chen
- Chao-Han Huck Yang
- et al.
- 2020
- IEEE Access
Paper