Self-Improving Data Systems

@article{a4a53ccf-7851-464a-8346-dc6c0f5823dc,
  title = {GenRewrite: Query Rewriting via Large Language Models},
  author = {Jie Liu and Barzan Mozafari},
  journal = {ACM SIGMOD International Conference on Management of Data},
  year = {2026},
  doi = {10.1145/3786684}
}

@article{def837ec-1591-44a4-a36d-929442c789f3,
  title = {SlabCity: Whole-Query Optimization using Program Synthesis},
  author = {Rui Dong and Jie Liu and Yuxuan Zhu and Cong Yan and Barzan Mozafari and Xinyu Wang},
  journal = {Proceedings of the VLDB Endowment},
  year = {2023},
  doi = {10.14778/3611479.3611515}
}

@inproceedings{ea3d8506-1f2f-40ea-8bcb-6a74f72e12f0,
  title = {QuickSel: Quick Selectivity Learning with Mixture Models},
  author = {Yongjoo Park and Shucheng Zhong and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2020},
  doi = {10.1145/3318464.3389727}
}

@inproceedings{3cebf7e2-930f-4c8a-aa17-75a4c32cb001,
  title = {Database Learning: Toward a Database that Becomes Smarter Every Time},
  author = {Yongjoo Park and Ahmad Shahab Tajik and Michael J. Cafarella and Barzan Mozafari},
  booktitle = {ACM SIGMOD International Conference on Management of Data},
  year = {2017},
  doi = {10.1145/3035918.3064013}
}

@article{0397a8bb-85c8-48d3-9e58-c230e57d1e43,
  title = {Neighbor-Sensitive Hashing},
  author = {Yongjoo Park and Michael J. Cafarella and Barzan Mozafari},
  journal = {Proceedings of the VLDB Endowment},
  year = {2015},
  doi = {10.14778/2850583.2850589}
}