Liu, Yuexin

Instructional Assistant Professor, Engineering Technology & Industrial Distribution,
Master of Engineering Technical Management

Educational Background

- Deep Reinforcement Learning: Using deep reinforcement learning in microswimmer control and cybersecurity in cyber-physical systems.
- Machine Learning in Education: Applying machine learning and eye-tracking to enhance online learning, especially for learners with disabilities and in STEM education through software and games.
- Wellness and Mental Health in the Workplace: Exploring technology's role in professional mental health support, including stress and happiness analysis in technical careers.
- Enhanced Distance Learning: Advancing remote education using emerging technologies and innovative learning methods.

Zou, Zonghao, Yuexin Liu, Alan CH Tsang, Y-N. Young, and On Shun Pak. "Adaptive micro-locomotion in a dynamically changing environment via context detection." Communications in Nonlinear Science and Numerical Simulation 128 (2024): 107666.
Liu, Yuexin, Wei Lu, Amir Tofighi Zavareh, Michelle Rigsby, and Ben Zoghi. "Improving Mental Health Support in Engineering Education using Machine Learning and Eye-Tracking." In 2023 IEEE Frontiers in Education Conference (FIE), pp. 1-5. IEEE, 2023.
Zou, Zonghao, Yuexin Liu, Y-N. Young, On Shun Pak, and Alan CH Tsang. "Gait switching and targeted navigation of microswimmers via deep reinforcement learning." Communications Physics 5, no. 1 (2022): 158.
Liu, Yuexin, Zonghao Zou, Alan Cheng Hou Tsang, On Shun Pak, and Y-N. Young. "Mechanical rotation at low Reynolds number via reinforcement learning." Physics of Fluids 33, no. 6 (2021).