Ziwen Kan

TRACE significantly improves multimodal time series representation by effectively inferring missing data, outperforming traditional methods under severe modality missingness.

Explicitly distinguishing between missingness patterns in multimodal time series can significantly boost predictive accuracy in healthcare applications.