@article{catsmitigatingcorrelationshiftfor, title = {CATS: Mitigating Correlation Shift for Multivariate Time Series Classification}, author = {Xiao Lin and Zhichen Zeng and Tianxin Wei and Zhining Liu and Yuzhong Chen and Hanghang Tong}, year = {2025}, eprint = {2504.04283}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.04283v1}, }