@inproceedings{kim-etal-2026-pivot-gradient, title = "Pivot Gradient Scaling: Reducing Dwell Time to Stabilize Extreme Low-Bit Quantization-aware Training", author = "Kim, Vinnam and Kim, Junhan and Shin, Seungjae and Lee, Jung Hyun and You, Jaeseong and Chen, An and Choi, Jungwook", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1947/", pages = "41511--41531", ISBN = "979-8-89176-462-0" }