Publications

Yiyan Li, Haoyang Li, Zhao Pu, Jing Zhang, Xinyi Zhang, Tao Ji, Luming Sun, Cuiping L, Hong Chen (2024). Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation. arXiv.

Kai Zhong, Luming Sun, Tao Ji, Cuiping L, Hong Chen (2023). FOSS: A Self-Learned Doctor for Query Optimizer. ICDE 2024.

Xianghong Xu, Zhibing Zhao, Tieying Zhang, Rong Kang, Luming Sun, Jianjun Chen (2023). COOOL: A Learning-To-Rank Approach for SQL Hint Recommendations . In AIDB 2023@VLDB.

Luming Sun, Shijin Gong, Tieying Zhang, Fuxin Jiang, Zhibing Zhao, Jianjun Chen, Xinyu Zhang (2023). SUFS: A Generic Storage Usage Forecasting Service Through Adaptive Ensemble Learning. In ICDE ’23 (Industry and Applications Track).

Luming Sun, Tao Ji, Cuiping Li, Hong Chen (2022). DeepO: A Learned Query Optimizer. In SIGMOD ’22 (Demo Track).

Luming Sun, Cuiping Li, Tao Ji, Hong Chen (2022). MOSE: A Monotonic Selectivity Estimator Using Learned CDF (Extended abstract). In ICDE 2022 (Poster Track).

Pengju Liu, Haoyang Li, Tianyi Wang, Luming Sun, Cuiping Li, Hong Chen (2021). SCVP:Multi-stage Method for Online Vertical Data Partitioning Based on Spectral Clustering (In Chinese). In JOS.

Luming Sun, Cuiping Li, Tao Ji, Hong Chen (2021). MOSE: A Monotonic Selectivity Estimator Using Learned CDF. In TKDE.

Huan Liu, Pengju Liu, Tianyi Wang, Yuqi He, Luming Sun, Cuiping Li, Hong Chen (2021). Survey of Intelligent Partition and Layout Technology in Database System (In Chinese). In JOS.

Luming Sun, Shaomin Zhang, Tao Ji, Cuiping Li, Hong Chen (2019). Survey of Data Management Techniques Powered by Artificial Intelligence (In Chinese). In JOS.