Danrui Qi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Language Modelling

Top Venues

IEEE Data Eng. Bull.

Publications

Danrui Qi, Weiling Zheng, Jiannan Wang
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. CoRR (2024)
Danrui Qi, Weiling Zheng, Jiannan Wang
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables. ICDE (2024)
Siqiao Xue, Danrui Qi, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Hongjun Yang, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Hongjun Yang, Faqiang Chen
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models. CoRR (2024)
Danrui Qi, Jiannan Wang
CleanAgent: Automating Data Standardization with LLM-based Agents. CoRR (2024)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. EDBT (2024)
Fan Zhou, Siqiao Xue, Danrui Qi, Wenhui Shi, Wang Zhao, Ganglin Wei, Hongyang Zhang, Caigai Jiang, Gangwei Jiang, Zhixuan Chu, Faqiang Chen
DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models. CoRR (2024)
Siqiao Xue, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Hongjun Yang, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Danrui Qi, Hong Yi, Shaodong Liu, Faqiang Chen
DB-GPT: Empowering Database Interactions with Private Large Language Models. CoRR (2023)
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data. CoRR (2023)
Jinglin Peng, Weiyuan Wu, Jing Nathan Yan, Danrui Qi, Jeffrey M. Rzeszotarski, Jiannan Wang
User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools. IEEE Data Eng. Bull. 45 (3) (2022)