Qiu, Yuxian

1. SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
   2022/02/14 by Cong Guo, Yuxian Qiu, Guo, Cong +15 · 6 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity
   2020/08/29 by Cong Guo, Guo, Cong, Bo Yang Hsueh +17 · 4 citations
   Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)
3. Accelerating Sparse DNNs Based on Tiled GEMM
   2024/02/16 by Cong Guo, Fengchen Xue, Guo, Cong +13 · 2 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
4. Efficient Adaptive Activation Rounding for Post-Training Quantization
   2022/08/25 by Li, Zhengyi, Guo, Cong, Zhu, Zhanda +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)