Qi, Danrui
- CleanAgent: Automating Data Standardization with LLM-based Agents
2024/03/13 by Danrui Qi, Qi, Danrui, Miao, Zhengjie +1 · 5 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Semantic Web and Ontologies #Data Quality and Management
- DB-GPT: Empowering Database Interactions with Private Large Language Models
2023/12/29 by Siqiao Xue, Xue, Siqiao, Caigao Jiang +29 · 3 citations
Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
- Auto-FP: An Experimental Study of Automated Feature Preprocessing for Tabular Data
2023/10/04 by Danrui Qi, Qi, Danrui, Jinglin Peng +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
- Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
2024/04/16 by Siqiao Xue, Danrui Qi, Xue, Siqiao +29 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
- DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models
2024/06/17 by Fan Zhou, Siqiao Xue, Zhou, Fan +19 · 1 citation
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Mathematics, Computing, and Information Processing