ACE: A Cardinality Estimator for Set-Valued QueriesProceedings of the VLDB Endowment (PVLDB), 2025 |
Duet: efficient and scalable hybriD neUral rElation undersTandingIEEE International Conference on Data Engineering (ICDE), 2023 |
Lero: A Learning-to-Rank Query OptimizerProceedings of the VLDB Endowment (PVLDB), 2023 |
Fine-Grained Modeling and Optimization for Intelligent Resource
Management in Big Data ProcessingProceedings of the VLDB Endowment (PVLDB), 2022 |
Learning to be a Statistician: Learned Estimator for Number of Distinct
ValuesProceedings of the VLDB Endowment (PVLDB), 2021 |
A Unified Transferable Model for ML-Enhanced DBMSConference on Innovative Data Systems Research (CIDR), 2021 |