Author

Junhao Zhu

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Preprint Jul 2026

QwenPaw-Data: Bridging Facts, Methodology, and Execution for Autonomous Enterprise Data Analytics

Experiments on public benchmarks and real-world industrial BI workloads show that QwenPaw-Data improves both verifiable data access capability and higher-level analytical quality, offering a practical foundation for reliable, traceable, and continuously improving enterprise data agents.

Tian Zeng, Yuntao Hong, Zhongjun Ding et al. · 1 citation

Toward Self-Evolving Data Agents for Autonomous Data Analysis

Comparisons against stronger model and coding-agent competitors further indicate that both domain-specific agent runtime structure and foundation-model strength matter for autonomous data analysis.

Junhao Zhu, Lu Chen · 0 citations