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Ying Zhou

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• Identifying and Transferring Reasoning-Critical Neurons: Improving LLM Inference Reliability via Activation Steering
• Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
• Moving Light Adaptive Colonoscopy Reconstruction via Illumination-Attenuation-Aware 3D Gaussian Splatting
• Layout-Aware Parsing Meets Efficient LLMs: A Unified, Scalable Framework for Resume Information Extraction and Evaluation