@inproceedings{huang-etal-2026-drift, title = "{DRIFT}: Transferring Reasoning Priors for Efficient {MLLM} Fine-Tuning", author = "Huang, Chao and Zhang, Zeliang and Liu, Jiang and Sun, Ximeng and Wu, Jialian and Yu, Xiaodong and Wang, Ze and Xu, Chenliang and Barsoum, Emad and Liu, Zicheng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1015/", pages = "20294--20309", ISBN = "979-8-89176-395-1" }