الباحثون

Zaiyuan Wang

المنشورات 2

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RAG-Stress: Probing the Limits of Evidence Reliance in Retrieval-Augmented Generation

Shunyuan Zhou, Hao Chen, Tianyu Wang وآخرون · 2026

Following retrieved evidence does not guarantee factual correctness: misleading evidence can induce a model to replace an answer it previously gave correctly. Standard accuracy measures obscure this behavior by combining answer replacement with preexisting errors. We introduce RAG-Stress, a controlled diagnostic protoc …

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CheckerBench: Can Long-Horizon Agents Synthesize Static-Analysis Checkers?

Hang He, Li Wang, Hao Chen وآخرون · 2026

Static-analysis checker synthesis requires agents to interpret a defect specification, inspect a repository, implement analyzer-specific logic, and refine the checker through repeated compilation and analysis feedback. Existing coding-agent benchmarks focus on tasks such as patch generation or vulnerability detection a …

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