Projects and Grants per year
Personal profile
Education/Academic qualification
Doctor of Philosophy, University Of Calgary
1989
Master of Science, Chinese Academy of Sciences
1986
Bachelor of Science, University of Science and Technology of China
1983
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Dive into the research topics where Qiang Ye is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration from the last 5 years on country level. Dive into details by clicking on the dots.
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EAGER: PBI: Modeling Place-Based Innovation by Leveraging AI-Enabled Dynamic Graph Techniques
Cheng, Q. (PI) & Ye, Q. (CoPI)
9/1/24 → 8/31/26
Project: Research project
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RI: Small: Optimal Transport Generative Adversarial Networks: Theory, Algorithms, and Applications
Ye, Q. (PI), Cheng, Q. (CoI) & Zhang, Y. (CoI)
10/1/23 → 9/30/26
Project: Research project
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Robust Preconditioned Gradient Descent Algorithms for Deep Learning
Ye, Q. (PI) & Nguyen, D. (Former CoI)
8/1/22 → 7/31/26
Project: Research project
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CorrGAN: Simultaneous Learning of Speech Enhancement and Perceptual Quality Loss Functions
Zadorozhnyy, V., Amizadeh, S., Ye, Q. & Koishida, K., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Generative adversarial networks (GAN) model for dynamically adjusted weld pool image toward human-based model predictive control (MPC)
Li, T., Cao, Y., Ye, Q. & Zhang, Y. M., May 15 2025, In: Journal of Manufacturing Processes. 141, p. 210-221 12 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
Synthesizing weld pool dynamics via VAE-GAN to enhance human control performance
Cao, Y., Ye, Q. & Zhang, Y. M., Dec 12 2025, In: Journal of Manufacturing Processes. 155, p. 98-107 10 p.Research output: Contribution to journal › Article › peer-review
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Breaking Time Invariance: Assorted-Time Normalization for RNNs
Pospisil, C., Zadorozhnyy, V. & Ye, Q., Apr 2024, In: Neural Processing Letters. 56, 2, 78.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Human-robot collaborative assembly and welding: A review and analysis of the state of the art
Cao, Y., Zhou, Q., Yuan, W., Ye, Q., Popa, D. & Zhang, Y. M., Dec 12 2024, In: Journal of Manufacturing Processes. 131, p. 1388-1403 16 p.Research output: Contribution to journal › Review article › peer-review
19 Scopus citations