@article{benchmarkinggraphrepresentationsandgraph, title = {Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification}, author = {Wennuo Yang and shiling Wu and Yuzhi Zhou and Cheng Luo and Xilin He and Weicheng Xie and Linlin Shen and Siyang Song}, year = {2025}, eprint = {2501.08305}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.08305v2}, }