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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Xiao-Yong Du

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Book Open access Aug 2026

DBRepro: Automated Database Synthesis via a Hybrid Constraint-Solving Approach for Reproducing Slow Queries

DBRepro is presented, an automated end-to-end framework that formulates database generation as a constrained distribution synthesis problem that reproduces the execution performance of complex slow queries with high fidelity on a nearly 1 TB real-world dataset.

Zhao-Yang Zhang, Shuang Liu, Deng-Feng Xu et al. · 0 citations
Book Open access Apr 2026

DBcover: A White-box SQL Test Generation Framework for Coverage Improvement

DBcover is proposed, an LLM-driven database test generation framework that performs white-box, code-aware SQL test generation through contextual reasoning, and substantially outperforms existing fuzzers.

Yan-Kai Rong, Shuang Liu, Jin-Hao Dong et al. · 0 citations

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