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论文解读

AlgoSOAR: Scale Optimization for Accurate Reconstruction in NVFP4 Quantization

ACL2026AlgoARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs

ICML2026AlgoVEQ: Modality-Adaptive Quantization for MoE Vision-Language Models

NeurIPS2026AlgoBreaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

ICML2026AlgoReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation