Linke Guo

From Bits to Chips: An LLM-based Hardware-Aware Quantization Agent for Streamlined Deployment of LLMs

A Single-Step, Sharpness-Aware Minimization is All You Need to Achieve Efficient and Accurate Sparse Training

NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization

BiDST: Dynamic Sparse Training is a Bi-Level Optimization Problem