@misc{ecrd2026seeitsayitsorted, title = {See It, Say It, Sorted: An Iterative Training-Free Framework for Visually-Grounded Multimodal Reasoning in LVLMs}, author = {Zhang, Yongchang and Ma, Oliver and Liu, Tianyi and Zhou, Guangquan and Chen, Yang}, year = {2026}, note = {Evidence-Constrained Reweighting Decoding (ECRD)} }