Jun Qi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Tensor Decomposition

Multiple Kernel

Speech Processing

Student Learning

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Xianyan Fu, Xiao-Lei Zhang, Chao-Han Huck Yang, Jun Qi
Exploiting A Quantum Multiple Kernel Learning Approach For Low-Resource Spoken Command Recognition. ICASSP (2024)
Jun Qi, Xiao-Lei Zhang, Javier Tejedor
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent. CoRR (2023)
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Javier Tejedor
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hsiu Hsieh
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits. CoRR (2023)
Muhammad Shahmeer Omar, Jun Qi, Xiaoli Ma
Mitigating Clipping Distortion in Multicarrier Transmissions Using Tensor-Train Deep Neural Networks. IEEE Trans. Wirel. Commun. 22 (3) (2023)
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Yu Tsao, Pin-Yu Chen
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing. CoRR (2022)
Jun Qi, Javier Tejedor
Exploiting Hybrid Models of Tensor-Train Networks For Spoken Command Recognition. ICASSP (2022)
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition. ISCSLP (2022)
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition. CoRR (2022)
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Min-Hsiu Hsieh
Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression. CoRR (2022)
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Javier Tejedor
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing. CoRR (2022)
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Yu Tsao, Pin-Yu Chen
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing. ICASSP (2022)
Jun Qi, Javier Tejedor
Classical-To-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks. ICASSP (2022)