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Hanqi Xiao I am a research assistant at MURGe-Lab under Professor Mohit Bansal, and a undergraduate at UNC Chapel Hill, class of 2026. |
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ResearchI'm interested in compression, interpretability, and embedded applications, currently working on LLMs. I have been working with Elias Stengel-Eskin and Yi-Lin Sung on LLM Quantization and Interpretability. |
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Task-Circuit Quantization: Leveraging Knowledge
Localization and Interpretability for Compression
Hanqi Xiao, Yi-Lin Sung, Elias Stengel-Eskin, Mohit Bansal, Arxiv, 2025 arXiv Link Using interpretability informed saliency scores based on task-specific information to localize important weights to preserve during model compression, yielding improvements for both general and task specific quantization |
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