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Xuying Ning

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• Agentic Reasoning for Large Language Models
• AdaFuse: Adaptive Ensemble Decoding with Test-Time Scaling for LLMs
• ALERT: Zero-shot LLM Jailbreak Detection via Internal Discrepancy Amplification
• Graph4MM: Weaving Multimodal Learning with Structural Information