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Zhi-Hui Lu

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Aug 2026

ATLAS: Adaptive Text-to-SQL with Lifecycle-Aware Self-Maintaining Context

ATLAS addresses Text-to-SQL in production problems by co-locating schema metadata, semantic annotations, and vector embeddings entirely within a single RDBMS with native vector-index support.

Qing Zhang, Shi-Jing Hu, Zhi-Hui Lu · 0 citations

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