@inproceedings{xu-etal-2026-mf, title = "{MF}-{QAT}: Multi-Format Quantization-Aware Training for Elastic Inference", author = "Xu, Zifei and Sharify, Sayeh and Mostafa, Hesham", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.110/", pages = "2168--2188", ISBN = "979-8-89176-444-6" }