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Xie xueshuo

2 accepted papers

2025

HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration

EMNLP 2025

Mixture of Experts (MoE) architectures have emerged as a promising paradigm for scaling model capacity through top- k routing mechanisms. Although reducing the number of activated experts inherently enables inference acceleration, this efficiency gain typically comes at the cost of significant perfo

2024

Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise

NeurIPS 2024poster

Recently, research on denoising diffusion models has expanded its application to the field of image restoration. Traditional diffusion-based image restoration methods utilize degraded images as conditional input to effectively guide the reverse generation process, without modifying the original deno…