Machine Learning for Data Management
(selectivity) estimation: A Unified Deep Model of Learning from both Data and
Queries for Cardinality Estimation, SIGMOD'21
RLR-Tree: A Reinforcement Learning Based R-Tree for Spatial Data
Some of our projects are supported by grants awarded
by Ministry of Education, NRF, IAF, Singtel/NCS,
Roll-Royce, Alibaba, and Microsoft.