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Yaokun Liu

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• PropUQ-MAS: Propagation-Aware Uncertainty Quantification for LLM Multi-Agent Systems
• Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering