@article{tsmllmamultimodallargelanguagemodelbased, title = {TS-MLLM: A Multi-Modal Large Language Model-based Framework for Industrial Time-Series Big Data Analysis}, author = {Haiteng Wang and Yikang Li and Yunfei Zhu and Jingheng Yan and Lei Ren and Laurence T. Yang}, year = {2026}, eprint = {2603.07572}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.07572}, }