Under Review
DataMaster: Towards Autonomous Data Engineering for Machine Learning
Yaxin Du, Xiyuan Yang, Zhifan Zhou, Wanxu Liu, Zixing Lei, Zimeng Chen, Fenyi Liu, Haotian Wu, Yuzhu Cai, Zexi Liu, Xinyu Zhu, Wenhao Wang, Linfeng Zhang, Chen Qian, Siheng Chen
NeurIPS 2026
DataMaster studies agentic data science workflows for machine learning, with an emphasis on tool use, experiment planning, memory, execution, evaluation, and iterative model improvement.