Cuong Pham

Gradient-Aligned Calibration for Post-Training Quantization of Diffusion Models

Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models

Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models

Adaptive Layer-Wise Transformations for Post-Training Quantization of Large Language Models

Rethinking Output Alignment for 1-bit Post-Training Quantization of Large Language Models

Zero-shot Mixed Precision Quantization via Joint Optimization of Data Generation and Bit Allocation