Danrui Qi

11 papers A* 1B 1Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond the Strongest LLM: Multi-Turn Multi-Agent Orchestration vs. Single LLMs on Benchmarks.
CoRR
Aaron Xuxiang Tian, Ruofan Zhang, Jiayao Tang, Young Min Cho, Xueqian Li, Qiang Yi, Ji Wang, Zhunping Zhang, Danrui Qi, Zekun Li, Xingyu Xiang, Sharath Chandra Guntuku, Lyle H. Ungar, Tianyu Shi, Chi Wang
2024 B conf
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data.
EDBT
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
2024 J jnl
CleanAgent: Automating Data Standardization with LLM-based Agents.
CoRR
Danrui Qi, Jiannan Wang
2024 J jnl
DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models.
CoRR
Fan Zhou, Siqiao Xue, Danrui Qi, Wenhui Shi, Wang Zhao, Ganglin Wei, Hongyang Zhang, Caigai Jiang, Gangwei Jiang, Zhixuan Chu, Faqiang Chen
2024 J jnl
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models.
CoRR
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, Faqiang Chen
2024 J jnl
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models.
Proc. VLDB Endow.
Siqiao Xue, Danrui Qi, Caigao Jiang, Fangyin Cheng, Keting Chen, Zhiping Zhang, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Hongjun Yang, Faqiang Chen
2024 A* conf
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables.
ICDE
Danrui Qi, Weiling Zheng, Jiannan Wang
2024 J jnl
FeatAug: Automatic Feature Augmentation From One-to-Many Relationship Tables.
CoRR
Danrui Qi, Weiling Zheng, Jiannan Wang
2023 J jnl
Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data.
CoRR
Danrui Qi, Jinglin Peng, Yongjun He, Jiannan Wang
2023 J jnl
DB-GPT: Empowering Database Interactions with Private Large Language Models.
CoRR
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
2022 J jnl
User Interfaces for Exploratory Data Analysis: A Survey of Open-Source and Commercial Tools.
IEEE Data Eng. Bull.
Jinglin Peng, Weiyuan Wu, Jing Nathan Yan, Danrui Qi, Jeffrey M. Rzeszotarski, Jiannan Wang