DAgent: A Relational Database-Driven Data Analysis Report Generation Agent
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Wenyi, Mao, Yuren, Zhang, Xiaolu, Zhang, Chao, Dong, Xuemei, Zhang, Mengfei, Gao, Yunjun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LASER: A Data-Centric Method for Low-Cost and Efficient SQL Rewriting based on SQL-GRPO
by: Li, Jiahui, et al.
Published: (2026)
by: Li, Jiahui, et al.
Published: (2026)
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation
by: Li, Jiahui, et al.
Published: (2025)
by: Li, Jiahui, et al.
Published: (2025)
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering
by: Mao, Yuren, et al.
Published: (2025)
by: Mao, Yuren, et al.
Published: (2025)
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024)
by: Mao, Yuren, et al.
Published: (2024)
AMAZe: A Multi-Agent Zero-shot Index Advisor for Relational Databases
by: Li, Zhaodonghui, et al.
Published: (2025)
by: Li, Zhaodonghui, et al.
Published: (2025)
HTAP Databases: A Survey
by: Zhang, Chao, et al.
Published: (2024)
by: Zhang, Chao, et al.
Published: (2024)
scAgent: Universal Single-Cell Annotation via a LLM Agent
by: Mao, Yuren, et al.
Published: (2025)
by: Mao, Yuren, et al.
Published: (2025)
Relational Database Distillation: From Structured Tables to Condensed Graph Data
by: Gao, Xinyi, et al.
Published: (2025)
by: Gao, Xinyi, et al.
Published: (2025)
CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data
by: Ma, Rui, et al.
Published: (2025)
by: Ma, Rui, et al.
Published: (2025)
Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search
by: Wang, Mengzhao, et al.
Published: (2025)
by: Wang, Mengzhao, et al.
Published: (2025)
Relational Database Data Lineage Ontology
by: Dutkiewicz, Jakub, et al.
Published: (2026)
by: Dutkiewicz, Jakub, et al.
Published: (2026)
FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data
by: Wang, Ziting, et al.
Published: (2025)
by: Wang, Ziting, et al.
Published: (2025)
Why Database Manuals Are Not Enough: Efficient and Reliable Configuration Tuning for DBMSs via Code-Driven LLM Agents
by: Zhang, Xinyi, et al.
Published: (2026)
by: Zhang, Xinyi, et al.
Published: (2026)
MontePrep: Monte-Carlo-Driven Automatic Data Preparation without Target Data Instances
by: Ge, Congcong, et al.
Published: (2025)
by: Ge, Congcong, et al.
Published: (2025)
Gen-DBA: Generative Database Agents
by: Rayhan, Yeasir, et al.
Published: (2026)
by: Rayhan, Yeasir, et al.
Published: (2026)
F-IVM: Analytics over Relational Databases under Updates
by: Kara, Ahmet, et al.
Published: (2023)
by: Kara, Ahmet, et al.
Published: (2023)
A GPU-Accelerated Framework for Multi-Attribute Range Filtered Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2026)
by: Li, Zhonggen, et al.
Published: (2026)
MatrixGate: A High-performance Data Ingestion Tool for Time-series Databases
by: Wang, Shuhui, et al.
Published: (2024)
by: Wang, Shuhui, et al.
Published: (2024)
Differentially Private Synthetic Data Generation for Relational Databases
by: Alimohammadi, Kaveh, et al.
Published: (2024)
by: Alimohammadi, Kaveh, et al.
Published: (2024)
Castle: Causal Cascade Updates in Relational Databases with Large Language Models
by: Su, Yongye, et al.
Published: (2025)
by: Su, Yongye, et al.
Published: (2025)
Constant Optimization Driven Database System Testing
by: Zhang, Chi, et al.
Published: (2025)
by: Zhang, Chi, et al.
Published: (2025)
Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases
by: Li, Ning, et al.
Published: (2025)
by: Li, Ning, et al.
Published: (2025)
RDBLearn: Simple In-Context Prediction Over Relational Databases
by: Zhang, Yanlin, et al.
Published: (2026)
by: Zhang, Yanlin, et al.
Published: (2026)
A Model-Driven Approach to Database Migration with a Unified Data Model
by: Ortín, María J., et al.
Published: (2026)
by: Ortín, María J., et al.
Published: (2026)
PiLLar: Matching for Pivot Table Schema via LLM-guided Monte-Carlo Tree Search
by: Gao, Yunjun, et al.
Published: (2026)
by: Gao, Yunjun, et al.
Published: (2026)
SLSM : An Efficient Strategy for Lazy Schema Migration on Shared-Nothing Databases
by: Zeng, Zhilin, et al.
Published: (2024)
by: Zeng, Zhilin, et al.
Published: (2024)
ZeroCard: Cardinality Estimation with Zero Dependence on Target Databases -- No Data, No Query, No Retraining
by: Xu, Xianghong, et al.
Published: (2025)
by: Xu, Xianghong, et al.
Published: (2025)
The Cambridge Report on Database Research
by: Ailamaki, Anastasia, et al.
Published: (2025)
by: Ailamaki, Anastasia, et al.
Published: (2025)
RelServe: Fast LLM Inference Serving on Relational Data
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
OneDB: A Distributed Multi-Metric Data Similarity Search System
by: Qian, Tang, et al.
Published: (2025)
by: Qian, Tang, et al.
Published: (2025)
Data-Aware Socratic Query Refinement in Database Systems
by: Zhang, Ruiyuan, et al.
Published: (2025)
by: Zhang, Ruiyuan, et al.
Published: (2025)
PV-SQL: Synergizing Database Probing and Rule-based Verification for Text-to-SQL Agents
by: Tian, Yuan, et al.
Published: (2026)
by: Tian, Yuan, et al.
Published: (2026)
IRG: Modular Synthetic Relational Database Generation with Complex Relational Schemas
by: Li, Jiayu, et al.
Published: (2023)
by: Li, Jiayu, et al.
Published: (2023)
LLM-FK: Multi-Agent LLM Reasoning for Foreign Key Detection in Large-Scale Complex Databases
by: Tang, Zijian, et al.
Published: (2026)
by: Tang, Zijian, et al.
Published: (2026)
AskDB: An LLM Agent for Natural Language Interaction with Relational Databases
by: Phan, Xuan-Quang, et al.
Published: (2025)
by: Phan, Xuan-Quang, et al.
Published: (2025)
Anomaly Pattern-guided Transaction Bug Testing in Relational Databases
by: Xu, Huicong, et al.
Published: (2025)
by: Xu, Huicong, et al.
Published: (2025)
RTCUDB: Building Databases with RT Processors
by: Shi, Xuri, et al.
Published: (2024)
by: Shi, Xuri, et al.
Published: (2024)
Similar Items
-
LASER: A Data-Centric Method for Low-Cost and Efficient SQL Rewriting based on SQL-GRPO
by: Li, Jiahui, et al.
Published: (2026) -
SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation
by: Li, Jiahui, et al.
Published: (2025) -
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index
by: Guo, Yuxiang, et al.
Published: (2025) -
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
by: Zhang, Chao, et al.
Published: (2024) -
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns
by: Guo, Yuxiang, et al.
Published: (2025)