2 citations · 4 across the 4 of their papers we have counts for
4 papers
Optimizing Irregular-Shaped Matrix-Matrix Multiplication on Multi-Core DSPs
Shangfei Yin, Qinglin Wang, Ruochen Hao +3
General Matrix Multiplication (GEMM) has a wide range of applications in scientific simulation and artificial intelligence. Although traditional libraries can achieve high performa…
Towards Effective Depthwise Convolutions on ARMv8 Architecture
Ruochen Hao, Qinglin Wang, Shangfei Yin +4
Depthwise convolutions are widely used in lightweight convolutional neural networks (CNNs). The performance of depthwise convolutions is mainly bounded by the memory access rather…
NUMA-aware FFT-based Convolution on ARMv8 Many-core CPUs
Xiandong Huang, Qinglin Wang, Shuyu Lu +3
Convolutional Neural Networks (CNNs), one of the most representative algorithms of deep learning, are widely used in various artificial intelligence applications. Convolution opera…
Algorithm and Architecture for Path Metric Aided Bit-Flipping Decoding of Polar Codes
Yu Wang, Lirui Chen, Qinglin Wang +2
Polar codes attract more and more attention of researchers in recent years, since its capacity achieving property. However, their error-correction performance under successive canc…