@article{scalselectscalabletrainingfreemultimodal, title = {ScalSelect: Scalable Training-Free Multimodal Data Selection for Efficient Visual Instruction Tuning}, author = {Changti Wu and Jiahuai Mao and Yuzhuo Miao and Shijie Lian and Bin Yu and Xiaopeng Lin and Cong Huang and Lei Zhang and Kai Chen}, year = {2026}, eprint = {2602.11636}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.11636}, }