LI Mingrui
PhD Student
I am currently a Ph.D student in the Department of Aeronautical and Aviation Engineering (AAE), at The Hong Kong Polytechnic University.
My research interest is in exploring human factors-driven methods to facilitate the understanding, monitoring, and intervention of Parkinson’s disease in the elderly population.
Education
Interest
Publication
Master in Intelligent Manufacturing Technology, 2025
Beihang University, Beijing, China
Bachelor in Mechanical Engineering, 2022
Beihang University, Beijing, China
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Monitoring and Intervention of Parkinson’s Disease
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Human-computer Interaction
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Intelligent Systems
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Product Design
M. Li, Z. Wang, F. Li, and J. Liu, “A multi-task engineering design intention recognition approach based on Vision Transformer and EEG data,” Advanced Engineering Informatics, vol. 65, p. 103353, May 2025.
M. Li, Z. Wang, Z. Yan, X. Liang, and J. Liu, “Promoting knowledge recommendation in innovative engineering design: a BERT-GAT-based patent representation learning approach,” Journal of Engineering Design, pp. 1–26, Apr. 2024.
M. Li, Z. Wang, F. Li, and J. Liu, “Unveiling Designers’ Cognitive States in Early Engineering Design Stages: An Autoencoder-DNN Approach based on EEG Data,” in 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE), Bari, Italy, Aug. 2024, pp. 1361–1366.
M. Li, Z. Wang, Z. Yan, and J. Liu, “Exploiting Patent Documents for Cross-Domain Knowledge Transfer in Innovative Engineering Design: A Doc2Vec-GAT-Based Approach,” in Proc. IEEE 19th Int. Conf. Automation Science and Engineering (CASE), Auckland, New Zealand, Aug. 2023, pp. 1–6.
Z. Wang, M. Li, M. Zhang, and J. Liu, “A Product Patent Knowledge Mining and Recommendation Method Based on Few-shot Feature Extraction and Cross-Citation Network,” Journal of Mechanical Engineering, pp. 1–13.
Address
500 Terry Francine St.
San Francisco, CA 94158
Phone
123-456-7890
