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.

Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.

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.

MSGE-SQL (Multi-Strategy Generation and Evaluation for SQL) is a novel framework designed to improve the robustness and accuracy of Text-to-SQL systems in real-world enterprise environments. By combining rich contextual information with multiple SQL generation strategies.

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

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

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

PyTorch implementation of binary tree convolution