@inproceedings{liu-etal-2026-kcvr, title = "{KCVR}: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning", author = "Liu, Jingjiang and Zhu, Jia and Guo, Hanghui and Shi, Weijie and Cui, Yue and Jin, Xiaokang and Wang, Yilin and Niu, Qingyu and Shen, Jiawei and Ma, Guoqing and Liang, Yidan and Di, Shimin and Xu, Jiajie", 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.414/", pages = "9133--9160", ISBN = "979-8-89176-390-6" }