@article{semanticpreservingcrossstylevisualreason, title = {Semantic-Preserving Cross-Style Visual Reasoning for Robust Multi-Modal Understanding in Large Vision-Language Models}, author = {Aya Nakayama and Brian Wong and Yuji Nishimura and Kaito Tanaka}, year = {2025}, eprint = {2510.22838}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.22838}, }