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Shi-Qi Yang

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#small language model Preprint Oct 2026

Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets

Fine-grained image editing requires more than producing a visually plausible result: an editor must execute the requested attribute change precisely while leaving everything else intact. However, existing benchmarks leave a critical gap between realism and verifiability: benchmarks built on realistic images typically r...

Mu-Yao Wang, Chen Zhu, Shi-Qi Yang et al. · 0 citations
#artificial intelligence Preprint Oct 2026

RAGStress: A controlled benchmark for evaluating retrieval-augmented generation under knowledge-base degradation

Retrieval-Augmented Generation (RAG) is typically evaluated under the implicit assumption that the underlying knowledge base (KB) is clean, leaving the behaviour of RAG systems under realistic KB degradation poorly characterised. We introduce RAGStress, a controlled evaluation benchmark for stress-testing RAG systems u...

Shi-Qi Yang, Jie Ma, Gao-Yuan Du · 0 citations

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