7 citations · 17 across the 9 of their papers we have counts for
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cs.LG2026
MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision
Ziyang Zhang, Shenyi Li, Yilin Wang +4
Time-series analysis is increasingly studied in multimodal settings, yet most benchmarks pair temporal signals with text or with visualizations derived from the same signal. This l…
eess.AS2026
Explainable and Generalisable LLM-based Cognitive Decline Detection with Spontaneous Speech
Ziyun Cui, Wen Wu, Chuan Shi +10
Alzheimer's disease (AD) and mild cognitive impairment (MCI), which may precede AD, manifest early through subtle linguistic and acoustic alterations. Traditional diagnostics, howe…
cs.CL2026
Speech-based Psychological Crisis Assessment using LLMs
Terumi Chiba, Yang Luo, Ziyun Cui +2
Psychological support hotlines provide critical support for individuals experiencing mental health emergencies, yet current assessments largely rely on human operators whose judgme…