Changjian Xu

CaT-Diff: Cascaded Text-enhanced Diffusion Model for Time-Series Imputation

Most state-of-the-art time series imputation methods can leverage textual information to improve imputation quality, but they often struggle because they fail to effectively filter noisy information from large language model (LLM) derived textual information. Some existing solutions only filter over