@inproceedings{li-etal-2026-optimal, title = "Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design", author = "Li, Junzhuo and Jiang, Peijie and Tian, Changxin and Liu, Jia and Zhang, Zhiqiang and Hu, Xuming", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.98/", pages = "1406--1418", ISBN = "979-8-89176-394-4" }