@article{textaspartialconstraintcoreresidualalign, title = {Text as Partial Constraint: Core-Residual Alignment for Robust Vision-Language Learning}, author = {Chengzhen Yu and Canran Xiao and Siyuan Ma and Yang Liu}, year = {2026}, eprint = {2607.03143}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.03143}, }