Research output per year
Research output per year
Personal profile
Author IDs
Scopus Author ID: 56767344300
Impact
Qualifications (Brief)
BEng(Tsinghua University), PhD(University of Southern California)
Biography
Yining Dong received her Ph.D. degree in Electrical Engineering from University of Southern California in 2016, and her B.Eng. degree in Electronic Engineering from Tsinghua University in 2011. Before joining CityU, she was a post-doc in Electrical Engineering at Stanford University.
Her research interests are process data analytics, high-dimensional time series modeling, statistical machine learning, smart manufacturing and new material design.
Position(s) Available
- I am looking for highly motivated PhD students. Please send me your CV and transcripts if you are interested.
Research Interests/Areas
- Process Data Analytics
- High-dimensional Time Series Modeling
- Statistical Machine Learning
- Smart Manufacturing
- New Material Design
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):
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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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A Hierarchical Taxonomy For Deep State Space Models
Tang, S., Feng, P., Yu, S., Dong, Y. & Qin, S. J., 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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A Multi-time-scale Model for Day-ahead Forecasting of Passenger Travel-time and Destinations Distribution
QIN, S. J. (Inventor), LI, L. (Inventor), DONG, Y. (Inventor) & LIU, Y. (Inventor), 18 Mar 2025, (Accepted/In press/Filed) Priority No. 202510316482.XResearch output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)
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An unsupervised framework for dynamic health indicator construction and its application in rolling bearing prognostics
Sun, T., Yin, C., Zheng, H. & Dong, Y., Aug 2025, In: Reliability Engineering and System Safety. 260, 111039.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
Balancing information and predictability: A pan latent feature model for plant-wide oscillations root cause analysis
Wang, Y. & Dong, Y., Aug 2025, In: Reliability Engineering and System Safety. 260, 111036.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Citation (Scopus) -
Deep Dynamic Probabilistic Canonical Correlation Analysis
Tang, S., Yu, S., Dong, Y. & Qin, S. J., 2025, Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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MainGov: 流程工業大數據分析
DONG, Y. (Principal Investigator / Project Coordinator)
1/01/24 → …
Project: Research
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MainGov: 基于压缩感知的卫星在轨机电性能退化趋势预测算法
DONG, Y. (Principal Investigator / Project Coordinator) & QIN, S. Z. J. (Co-Investigator)
1/05/22 → …
Project: Research
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MainGov: 深圳地铁客流大数据实时降维建模、拥塞预警与智慧出行方法研究
QIN, S. J. (Principal Investigator / Project Coordinator) & DONG, Y. (Co-Investigator)
30/04/22 → 27/07/23
Project: Research
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DON_RMG: Machine Learning based Methods for Predicting the Stress-strain Curve of Elastomer Materials - RMGS
DONG, Y. (Principal Investigator / Project Coordinator)
1/03/21 → 29/05/23
Project: Research
Prizes
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Silver Medal at the 50th International Exhibition of Inventions Geneva
QIN, S.-Z. (Recipient), LI, L. (Recipient), DONG, Y. (Recipient) & LIU, Y. (Recipient), Apr 2025
Prize: 64B_Prizes and awards
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Industrial AI Conference Best Paper Award
DONG, Y. (Recipient), QIN, S. J. (Recipient) & Liu, S. (Recipient), 11 Nov 2021
Prize: 64B_Prizes and awards