@inproceedings{liu-etal-2025-differentiated, title = "Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph", author = "Liu, Minghang and Shen, Yinghan and Huang, Zihe and Wang, Yuanzhuo and Jiang, Xuhui and Shen, Huawei", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.1097/", pages = "20170--20183", ISBN = "979-8-89176-335-7" }