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The Devil is in the Spectrum: Mitigating Representation Collapse in LLMs via Topologically Regularized Side-Path

arXiv – CS AI|Yiheng Tao, Kaiwen Cheng, Yao Lu, Chang Liu, Jie Chen|July 24, 2026 at 04:00 AM

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