no code implementations • 10 May 2024 • Mengjia Niu, Hao Li, Jie Shi, Hamed Haddadi, Fan Mo
Large language models (LLMs) have demonstrated remarkable capabilities across various domains, although their susceptibility to hallucination poses significant challenges for their deployment in critical areas such as healthcare.
no code implementations • 3 Nov 2023 • Mengjia Niu, Xiaoyu He, Petr Ryšavý, Quan Zhou, Jakub Marecek
Clustering of time series is a well-studied problem, with applications ranging from quantitative, personalized models of metabolism obtained from metabolite concentrations to state discrimination in quantum information theory.
no code implementations • 11 Sep 2023 • Mengjia Niu, Yuchen Zhao, Hamed Haddadi
Multivariate time series (MTS) data collected from multiple sensors provide the potential for accurate abnormal activity detection in smart healthcare scenarios.