@inproceedings{liu-etal-2026-alloc, title = "Alloc-{M}o{E}: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference", author = "Liu, Baihui and Tian, Kaiyuan and Wang, Wei and Zhang, Zhaoning and Qiao, Linbo and Li, Dongsheng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.437/", pages = "9653--9667", ISBN = "979-8-89176-390-6" }