@inproceedings{xia-etal-2025-hgclip, title = "{HGCLIP}: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding", author = "Xia, Peng and Yu, Xingtong and Hu, Ming and Ju, Lie and Wang, Zhiyong and Duan, Peibo and Ge, Zongyuan", editor = "Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven", booktitle = "Proceedings of the 31st International Conference on Computational Linguistics", month = jan, year = "2025", address = "Abu Dhabi, UAE", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.coling-main.19/", pages = "269--280" }