@article{sablvlmsignificanceawarebinarizationforl, title = {SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Models}, author = {Qi Lyu and Jiahua Dong and Baichen Liu and Xudong Wang and Mingfei Han and Yulun Zhang and Fahad Shahbaz Khan and Salman Khan and Lianqing Liu and Zhi Han}, year = {2026}, eprint = {2607.01876}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01876}, }