@inproceedings{you-etal-2025-datawiseagent, title = "{D}atawise{A}gent: A Notebook-Centric {LLM} Agent Framework for Adaptive and Robust Data Science Automation", author = "You, Ziming and Zhang, Yumiao and Xu, Dexuan and Lou, Yiwei and Yan, Yandong and Wang, Wei and Zhang, Huamin and Huang, Yu", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.58/", pages = "1099--1123", ISBN = "979-8-89176-332-6" }