@article{fromonetoonetomanytomanydynamiccrosslaye, title = {From One-to-One to Many-to-Many: Dynamic Cross-Layer Injection for Deep Vision-Language Fusion}, author = {Cheng Chen and Yuyu Guo and Pengpeng Zeng and Jingkuan Song and Peng Di and Hang Yu and Lianli Gao}, year = {2026}, eprint = {2601.10710}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.10710}, }