Author

Gaojian Huang

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Sep 2026

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

Artificial intelligence (AI) is increasingly integrated into vehicles, but drivers’ acceptance may depend on how these systems communicate, share control, intervene for safety, and handle data. This study used two focus groups with 13 licensed young adult drivers to examine their current use of in-vehicle technologies...

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

#human-computer interacti... Preprint Aug 2026

Multimodal Takeover Requests for Drivers with Hearing Loss: Implications for AI-Enabled Communication in Automated Vehicles

It is suggested that AI-enabled vehicles can support urgent takeover communication through visual-tactile displays and can adapt message content to the time available and the maneuver quality required, with implications for drivers across hearing abilities.

Aries Chu, Wei-Hsiang Lo, Gao-Jian Huang · 0 citations