HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices

23 August 2024

Weisheng Zhao

Papers citing "HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices"

9 / 9 papers shown

Title
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems Ao Zhou Jianlei Yang Tong Qiao Yingjie Qi Zhi Yang Weisheng Zhao Chunming Hu GNN 46 2 0 08 Apr 2024
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 71 8 0 16 Jul 2023
FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference Rishov Sarkar Stefan Abi-Karam Yuqiang He Lakshmi Sathidevi Cong Hao AI4CE GNN 52 29 0 27 Apr 2022
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA Hongkuan Zhou Bingyi Zhang Rajgopal Kannan Viktor Prasanna Carl E. Busart GNN 43 23 0 10 Mar 2022
PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm Wentao Zhang Yu Shen Zheyu Lin Yang Li Xiaosen Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Tengjiao Wang GNN 68 60 0 01 Mar 2022
Characterizing and Understanding GCNs on GPU Yurui Lai Zhaodong Chen Lei Deng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie BDL GNN 42 64 0 28 Jan 2020
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture Search Weiwen Jiang Xinyi Zhang E. Sha Lei Yang Qingfeng Zhuge Yiyu Shi Jiaxi Hu 47 124 0 31 Jan 2019
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 54 1,912 0 27 Feb 2018
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 447 28,901 0 09 Sep 2016