This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.

PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.

2022 VLDB Summer School

Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.

PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database systems.

Collaborated with Guoliang Li, Jiesi Liu, and Jianming Wu

Paper repository for "Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems" (VLDB 2022)

PyTorch implementation of binary tree convolution

A customized and efficient database tuning system [VLDB'22]

Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning