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Junzhi Ning

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• EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval
• Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
• UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis