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Yucheng Ding

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• SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization
• Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts