@inproceedings{wang-etal-2026-efficient-frame, title = "Efficient Frame Selection for Long Videos at Test Time with Attention-Based {MLLM} Selectors", author = "Wang, Yilin and Zheng, Xiangxi and Mao, Dongxing and Li, Linjie and Yang, Zhengyuan and Yu, Ping and Yan, Rui and Yao, Yuan and Wang, Alex Jinpeng", 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.1893/", pages = "40328--40341", ISBN = "979-8-89176-462-0" }