Projects per year
Personal profile
Chinese Name
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Electrical and Computer Engineering, Georgia Institute of Technology
14 Aug 2018 → 6 May 2022
Award Date: 6 May 2022
MPhil, Electrical Engineering, University of Washington
26 Sept 2013 → 2 Mar 2018
Award Date: 2 Mar 2018
Master, Electronic Engineering, Tsinghua University
1 Sept 2008 → 28 Jun 2011
Award Date: 28 Jun 2011
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Collaborations and top research areas from the last five years
Projects
- 1 Not started
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Exploiting A Quantum Multiple Kernel Learning Approach For Low-Resource Spoken Command Recognition
Fu, X., Zhang, X. L., Yang, C. H. H. & Qi, J., Apr 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. IEEE, p. 12931-12935 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
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QTN-VQC: an end-to-end learning framework for quantum neural networks
Qi, J., Yang, C. H. & Chen, P. Y., 1 Jan 2024, In: Physica Scripta. 99, 1, 11 p., 015111.Research output: Contribution to journal › Journal article › peer-review
Open Access3 Citations (Scopus) -
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing
QI, J., Yang, C-H. H. & Chen, P-Y., 4 Jan 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 633 - 642 10 p.Research output: Contribution to journal › Journal article › peer-review
8 Citations (Scopus) -
Mitigating Clipping Distortion in Multicarrier Transmissions Using Tensor-Train Deep Neural Networks
Omar, M. S., Qi, J. & Ma, X., Mar 2023, In: IEEE Transactions on Wireless Communications. 22, 3, p. 2127-2138 12 p.Research output: Contribution to journal › Journal article › peer-review
4 Citations (Scopus) -
Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent
Qi, J., Zhang, X. L. & Tejedor, J., 4 Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. 1st ed. IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
3 Citations (Scopus)