Scholar
Xue Li
Google Scholar ID: NXiSKOwAAAAJ
Institute of Mass Spectrometry and Atmospheric Environment, Jinan University
Direct mass spectrometry
Breathomics
Environment and health
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Citations
33,243
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192
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20
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Publications
3 items
Modality Relevance is not Modality Utility: Post-hoc Selective Modality Escalation for Cost-Aware Multimodal RAG
2026
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0
The Rise of Verbal Tics in Large Language Models: A Systematic Analysis Across Frontier Models
2026
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0
Council Mode: Mitigating Hallucination and Bias in LLMs via Multi-Agent Consensus
2026
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0
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