@article{innovatorvlamultimodallargelanguagemodel,
  title = {Innovator-VL: A Multimodal Large Language Model for Scientific Discovery},
  author = {Zichen Wen and Boxue Yang and Shuang Chen and Yaojie Zhang and Yuhang Han and Junlong Ke and Cong Wang and Yicheng Fu and Jiawang Zhao and Jiangchao Yao and Xi Fang and Zhen Wang and Henxing Cai and Lin Yao and Zhifeng Gao and Yanhui Hong and Nang Yuan and Yixuan Li and Guojiang Zhao and Haoyi Tao and Nan Wang and Han Lyu and Guolin Ke and Ning Liao and Xiaoxing Wang and Kai Chen and Zhiyu Li and Feiyu Xiong and Sihan Hu and Kun Chen and Yanfeng Wang and Weinan E and Linfeng Zhang and Linfeng Zhang},
  year = {2026},
  eprint = {2601.19325},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.19325},
}