@inproceedings{deng-etal-2025-self, title = "Self-Improvement in Multimodal Large Language Models: A Survey", author = "Deng, Shijian and Wang, Kai and Yang, Tianyu and Singh, Harsh and Tian, Yapeng", 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://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.105/", doi = "10.18653/v1/2025.findings-emnlp.105", pages = "1987--2006", ISBN = "979-8-89176-335-7" }