 Theoretical Analysis of Learned Database Operations under Distribution
Shift through Distribution LearnabilityInternational Conference on Machine Learning (ICML), 2024 |
 Duet: efficient and scalable hybriD neUral rElation undersTandingIEEE International Conference on Data Engineering (ICDE), 2023 |
 Partitioner Selection with EASE to Optimize Distributed Graph ProcessingIEEE International Conference on Data Engineering (ICDE), 2023 |
 Lero: A Learning-to-Rank Query OptimizerProceedings of the VLDB Endowment (PVLDB), 2023 |
 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 |
 FLAT: Fast, Lightweight and Accurate Method for Cardinality EstimationProceedings of the VLDB Endowment (PVLDB), 2020 |
