Author

Guannan Liu

2 papers indexed here

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Sep 2026

Exploring Drivers’ Perspectives on In-Vehicle Artificial Intelligence: A Focus Group Study

The findings indicate that acceptance of in-vehicle AI depends on clear communication, appropriate control boundaries, safety-relevant intervention, and responsible data use.

Camille Santos, Guan-Nan Liu, Yue Luo et al. · Proceedings of the Human Fac... · 0 citations

Aug 2026

Decoding Mental Health Through Wearable Signals Using Machine Learning Approaches

Mental health conditions are widespread, yet scalable assessment remains limited, as clinical interviews are time-intensive and self-report screeners are episodic and prone to bias, motivating passive, data-driven approaches. This study investigates whether short-term physical activity patterns captured by consumer wea...

Guan-Nan Liu, Jae Yoo, Gao-Jian Huang et al. · Proceedings of the Internati... · 0 citations