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
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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.
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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.
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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.
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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.
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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
