3 papers
cs.LG2026
Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent Dynamics
Yunfei Luo, Xi Chen, Yuliang Chen +8
Physiological time series signals reflect complex, multi-scale dynamical processes of the human body. Existing modeling studies focus on static tasks such as classification, event…
cs.LG2026
Automated Dysphagia Screening Using Noninvasive Neck Acoustic Sensing
Jade Chng, Rong Xing, Yunfei Luo +4
Pharyngeal health plays a vital role in essential human functions such as breathing, swallowing, and vocalization. Early detection of swallowing abnormalities, also known as dyspha…
cs.LG2025
Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals
Yunfei Luo, Yuliang Chen, Asif Salekin +1
Time-series foundation models excel at tasks like forecasting across diverse data types by leveraging informative waveform representations. Wearable sensing data, however, pose uni…