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Xinhua Lu
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PaperInstruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language ModelsAuthorship / preprint / 2026Runhe LaiCo-authorship / ResearcherYanqi WuCo-authorship / ResearcherJinlun YeCo-authorship / ResearcherWeijiang YuCo-authorship / ResearcherRuixuan WangCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperDCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution DetectorsAuthorship / preprint / 2026