Enhanced Representation Learning in Multivariate Time-Series Data with K-Link
The author proposes K-Link, leveraging Large Language Models to enhance representation learning in Multivariate Time-Series data by extracting a Knowledge-Link graph and aligning it with the MTS-derived graph.
