2 papers
cs.DB2023
Demystifying Graph Sparsification Algorithms in Graph Properties Preservation
Yuhan Chen, Haojie Ye, Sanketh Vedula +4
Graph sparsification is a technique that approximates a given graph by a sparse graph with a subset of vertices and/or edges. The goal of an effective sparsification algorithm is t…
cs.AR2021
CoDR: Computation and Data Reuse Aware CNN Accelerator
Alireza Khadem, Haojie Ye, Trevor Mudge
Computation and Data Reuse is critical for the resource-limited Convolutional Neural Network (CNN) accelerators. This paper presents Universal Computation Reuse to exploit weight s…