@inproceedings{wang-etal-2026-mmemb, title = "{MME}mb-{R}1: Reasoning-Enhanced Multimodal Embedding with Pair-Aware Selection and Adaptive Control", author = "Wang, Yuchi and Yang, Dingkang and Yu, Haiyang and Bian, Weikang and Long, Jiefeng and Xiao, Liang and Feng, Chao and Li, Hongsheng", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2419/", pages = "54921--54943", ISBN = "979-8-89176-459-0" }