@article{mmembr1reasoningenhancedmultimodalembedd,
  title = {MMEmb-R1: Reasoning-Enhanced Multimodal Embedding with Pair-Aware Selection and Adaptive Control},
  author = {Yuchi Wang and Haiyang Yu and Weikang Bian and Jiefeng Long and Xiao Liang and Chao Feng and Hongsheng Li},
  year = {2026},
  eprint = {2604.06156},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.06156},
}