@article{rmnprowmomentumnormalizedpreconditioning,
  title = {RMNP: Row-Momentum Normalized Preconditioning for Scalable Matrix-Based Optimization},
  author = {Shenyang Deng and Zhuoli Ouyang and Tianyu Pang and Zihang Liu and Ruochen Jin and Shuhua Yu and Yaoqing Yang},
  year = {2026},
  eprint = {2603.20527},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.20527},
}