APA (7th ed.) Citation

Li, L., Zhou, Z., Long, J., Liu, P., Xu, W., Wang, Z., . . . Qu, C. (2026). SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation.

Chicago Style (17th ed.) Citation

Li, Long, Zhijian Zhou, Jiangxuan Long, Peiyang Liu, Weidi Xu, Zhe Wang, Shirui Pan, and Chao Qu. SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation. 2026.

MLA (9th ed.) Citation

Li, Long, et al. SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation. 2026.