22 papers
Wearing Trust: How Older Adults Calibrate Reliance on Health Wearables Through Bodily Experience and Everyday Use
Yibo Meng, Bingyi Liu, ZhiMing Liu +1
Older adults increasingly use health wearables, yet often cannot inspect the properties that matter for reliance. Through 31 semi-structured interviews in China, we examined how pa…
CertBind from Multimodal Connectivity to Certifiable Retrieval Decisions
Shuheng Cao, Zhenhao Zhang, Ruiqi Chen +7
Lightweight connectors make frozen multimodal encoders composable at the representation level. Deployment exposes a second problem at the level of task decisions. A connected route…
Living Inside the Black Box: Behavioral Probing and Adaptation in Mandatory Wearable Sensing
Yibo Meng, Bingyi Liu, Ruiqi Chen +2
Wearable sensing systems in high-stakes institutional contexts translate behavioral data into consequential judgments, yet wearers have little access to how those judgments are mad…
Who Responds When the Driver Is Gone? A Framework for Holistic Passenger Intent Understanding
Xuewen Luo, Ding Fan, Ruiqi Chen +5
As autonomous vehicles advance toward driverless mobility, understanding and responding to passenger needs and intentions becomes increasingly important in the absence of a human d…
Between Knowledge and Care: A Mixed-Methods Evaluation of Generative AI for T2DM Self-Management from Patient and Physician Perspectives
Ruiqi Chen, Yibo Meng, Huidi Lu +1
Generative AI is increasingly used for everyday health guidance, yet its clinical appropriateness in chronic disease contexts remains poorly understood. This paper presents a two-p…
Event-VLA: Action-Conditioned Event Fusion for Robust Vision-Language-Action Model
Jiaxin Liu, Xun Xu, Zhenhao Zhang +5
Vision-Language-Action (VLA) models have become an important paradigm of embodied AI. However, existing VLA models typically assume well-lit and stable indoor settings, while real-…