@article{vadattributingvisualevidencefortargetrec, title = {VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation}, author = {Kangning Zhang and Yixing Li and Shuai Shao and Qingyao Li and Zhengxi Lu and Zhiyuan Yao and Jianghao Lin and Wenxiang Jiao and Yuan Lu and Weiwen Liu and Weinan Zhang and Yong Yu}, year = {2026}, eprint = {2607.28590}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.28590}, }