User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. - Jinglin Peng; Weiyuan Wu; Jing Nathan Yan; Danrui Qi; Jeffrey M. Rzeszotarski; Jiannan Wang 001 (IEEE Data Eng. Bull., 2022)

DB-GPT: Empowering Database Interactions with Private Large Language Models. - Siqiao Xue; Caigao Jiang; Wenhui Shi; Fangyin Cheng; Keting Chen; Hongjun Yang; Zhiping Zhang; Jianshan He; Hongyang Zhang; Ganglin Wei; Wang Zhao 005; Fan Zhou 012; et al. (CoRR, 2023)

Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. - Danrui Qi; Jinglin Peng; Yongjun He; Jiannan Wang 001 (EDBT, 2024)

FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. - Danrui Qi; Weiling Zheng; Jiannan Wang 001 (ICDE, 2024)

CleanAgent: Automating Data Standardization with LLM-based Agents. - Danrui Qi; Jiannan Wang 001 (CoRR, 2024)

Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models. - Siqiao Xue; Danrui Qi; Caigao Jiang; Wenhui Shi; Fangyin Cheng; Keting Chen; Hongjun Yang; Zhiping Zhang; Jianshan He; Hongyang Zhang; Ganglin Wei; Wang Zhao 005; et al. (CoRR, 2024)

DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models. - Fan Zhou 012; Siqiao Xue; Danrui Qi; Wenhui Shi; Wang Zhao 005; Ganglin Wei; Hongyang Zhang; Caigai Jiang; Gangwei Jiang; Zhixuan Chu; Faqiang Chen (CoRR, 2024)

Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models. - Siqiao Xue; Danrui Qi; Caigao Jiang; Fangyin Cheng; Keting Chen; Zhiping Zhang; Hongyang Zhang; Ganglin Wei; Wang Zhao 005; Fan Zhou 012; Hong Yi; Shaodong Liu; et al. (Proc. VLDB Endow., 2024)