@article{empoweringvlmsforfewshotmultimodaltimese,
  title = {Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning},
  author = {Lin Li and Jiawei Huang and Qihao Quan and Dan Li and Boxin Li and Xiao Zhang and Erli Meng and Wenjie Feng and Jian Lou and See-Kiong Ng},
  year = {2026},
  eprint = {2605.09395},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.09395},
}