LYU Mengtao
Alumni
Dr. Mengtao (Tomy) Lyu is currently a Postdoctoral Fellow at the Hybrid Intelligence (HI) Lab , Georgia Institute of Technology . He received his PhD in Human Factors Engineering from the Department of Aeronautical and Aviation Engineering , The Hong Kong Polytechnic University (PolyU) , MSc in Supply Chain & Lgistics from School of Mechanical and Aerospace Engineering , Nanyang Technological University (NTU) , and BEng in Software Engineering and BA in Japanese(Dual degree) from School of Software , Dalian University of Technology (DUT) . Before joining the HI Lab , he was a Research Fellow at Air Traffic Management Research Institute (ATMRI) in Singapore .
Tomy is a member of The Hong Kong Ergonomics Society , and a member of Chinese Ergonomics Society . He serves as a reviewer for many international journals and conferences, including: Engineering Applications of Artificial Intelligence , Advanced Engineering Informatics , Knowledge-Based Systems , Computers & Industrial Engineering , IEEE Transactions on Human-Machine Systems , International Journal of Human-Computer Interaction , Frontiers in Neuroscience .
In addition to the academic activities, Tomy used to work as an IT consultant at ABeam Consulting , and as an IT supervisor at Asics Corp .
Education
Interest
Publication
PhD in Human Factors Engineering,2025
The Hong Kong Polytechnic University (PolyU)
Master in Supply Chain & Logistics, 2021
Nanyang Technological University, Singapore
Bachelor in Software Engineering (Japanese Enhanced), 2017
Dalian University of Technology, Dalian, China
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Human Factors
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Human-Computer Interaction
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Human-AI Teaming
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Transportation safety
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Bio-signal analysis
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Knowledge-based decision making
Lyu, M., & Li, F. (2025). Do you need help? Identifying and responding to pilots’ troubleshooting through eye-tracking and Large Language Model. International Journal of Human-Computer Studies, 103617.
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Lyu, M., Li, F., Lee, C. H., & Chen, C. H. (2024). VALIO: Visual attention-based linear temporal logic method for explainable out-of-the-loop identification. Knowledge-Based Systems, 299, 112086.
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Lyu, M., Li, F., Qu, X., & Li, Q. (2024). Flashlight model: Integrating attention distribution and attention resources for pilots’ visual behaviour analysis and performance prediction. International Journal of Industrial Ergonomics, 103, 103630.
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Lyu, M., & Li, F. (2024). Patterning Risk: An Innovative Task Design Method for Simulating Incidents in Transportation Studies. Advances in Human Factors of Transportation, 148(148).
Lyu, M., Li, F., Xu,G., & Han, S. (2023). Leveraging eye-tracking technologies to promote aviation safety- A review of key aspects, challenges, and future perspectives, Safety Science,168, 106295.
Lyu, M., Li, X. & Chen,C.-H. (2022) .Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph, Advanced Engineering Informatics, 51, 101494.
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Li, X., Lyu,M., Wang, Z., Chen,C.-H. & Zheng, P. (2021) .Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives, Computers In Industry. 129, 103449.
Address
500 Terry Francine St.
San Francisco, CA 94158
Phone
123-456-7890
