NEURIPS 2025 "outlier mitigation" Papers

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HALO: Hadamard-Assisted Lower-Precision Optimization for LLMs

Saleh Ashkboos, Mahdi Nikdan, Rush Tabesh et al.

NEURIPS 2025posterarXiv:2501.02625

PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration

Songhao Wu, Ang Lv, xiao feng et al.

NEURIPS 2025poster