3 papers
cs.LG2026
SOTER: A Generative Time-Series Foundation Model for Wearable Human Physiological Signals
Fangke Chen, Sirry Chen, Wei Chen +1
Time-series foundation models have demonstrated strong cross-domain transfer, yet their common architectural assumptions remain poorly aligned with wearable physiological signals,…
cs.CV2026
Language-Agnostic Visual Embeddings for Cross-Script Handwriting Retrieval
Fangke Chen, Tianhao Dong, Sirry Chen +3
Handwritten word retrieval is vital for digital archives but remains challenging due to large handwriting variability and cross-lingual semantic gaps. While large vision-language m…
cs.CL2026
SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
Sirry Chen, Jieyi Wang, Wei Chen +1
Medical consultations are intrinsically speech-centric. However, most prior works focus on long-text-based interactions, which are cumbersome and patient-unfriendly. Recent advance…