Author

Chen Qian

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Open access Sep 2026

SQL-GRID: A Grounded Retrieval and Interactive Disambiguation Agent for Text-to-SQL over Power Grid Data

Power grid data often contain highly abstract metadata, ambiguous business terms, and complex statistical scopes. These characteristics make general large language models prone to semantic deviation and SQL hallucination in Text-to-SQL tasks. To address this problem, this paper proposes SQL-GRID, a grounded retrieval a...

Yao-Xin Xu, Li Li, Chen Qian et al. · EAI Endorsed Transactions on... · 0 citations

Review Aug 2026

Terminal Agents: A Survey of AI Agents in Command-Line Environments

This survey establishes workload-level boundaries and connects system architecture, competence acquisition, and evaluation through a seven-dimensional terminal competence profile, and provides a unified basis for studying terminal-mediated agency across software engineering and emerging application domains.

Yi Bin, Xiao-Yang Yuan, Hao Zeng et al. · 1 citation

AgenticData : An Agentic Data System on Heterogeneous Data

The AgenticData system, an agentic data system that enables natural-language query analytics over heterogeneous data sources, is introduced and its ability to handle diverse data sources accurately and efficiently is illustrated.

Pei-Yao Zhou, Ji Sun, Yao-Qiang Xu et al. · 0 citations