Hybrid Intelligence (HI) Lab
Georgia Institute of Technology
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 .
Research Interest
- Human Factors
- Human-Computer Interaction
- Human-AI Teaming
- Transportation safety
- Bio-signal analysis
- Knowledge-based decision making
News
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I'm happy to share that I'm starting a new position as Postdoctoral Fellow at the HI Lab
Posted on 1 min
- I have joined the Hybrid Intelligence (HI) Lab
directed by Mengyao Li
on 15 Sep
I’m thrilled to be part of a group dedicated to advancing human-AI collaboration and understanding how we can achieve better outcomes together than either humans or machines can alone. I look forward to this exciting new chapter in my academic journey.🚀 (Chinese cuisines here in Atlanta are amazing as these team fellows 😆)
Say Hi to the HI Lab members
- I have joined the Hybrid Intelligence (HI) Lab
directed by Mengyao Li
on 15 Sep
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My paper has been accepted by International Journal of Human-Computer Studies
Posted on 1 min
- Do you need help? Identifying and responding to pilots’ troubleshooting through eye-tracking and Large Language Model
In this study, we introduce an innovative approach that tokenizes eye-tracking data into Visual Attention Matrices (VAMs) and integrates them with Large Language Models to identify and respond to pilots’ troubleshooting activities in real-time. This represents one of the early works combining eye-tracking data with LLMs for adaptive aviation support systems. The method addresses two key challenges: capturing the complex troubleshooting behaviors of actively engaged (In-the-Loop) pilots, and effectively processing non-semantic eye-tracking data using LLM technology.
Graphical Abstract
- Do you need help? Identifying and responding to pilots’ troubleshooting through eye-tracking and Large Language Model
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Farewell ATMRI, thanks for the wonderfull memories ❤️
Posted on 1 min
- I am deeply grateful to have met such a great team full of excellent brains and warm hearts
As 5th Sep marks my final day at ATMRI, I wanted to take a moment to express my heartfelt gratitude to the team for making my time here so meaningful and rewarding. While I’m excited about the opportunities ahead, I will miss the time we spend together at ATMRI. 💕
The wonderful MSP team
- I am deeply grateful to have met such a great team full of excellent brains and warm hearts
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I have officially graduated from The Hong Kong Polytechnic University (PolyU) on 10th May 2025
Posted on 1 min
- Feeling incredibly proud and grateful to have been able to complete my PhD at PolyU!
I feel fortunate to have been able to work with such a talented team and to have been able to learn so much. Heartful thanks to my amazing supervisors, Dr. Fan Li and Dr. Gangyan Xu, for therir unwavering guidence and support. And a huge credit to my lovely teammates in the SHINE group, a terrific research team fulled with laughters and inspiring minds 🫶🫶
@Congregation | with President, Prof. Jin-Guang Teng
- Feeling incredibly proud and grateful to have been able to complete my PhD at PolyU!