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HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载:10/0  |  提交时间:2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
A Survey on Graph Processing Accelerators: Challenges and Opportunities 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 2, 页码: 339-371
作者:  Gui, Chuang-Yi;  Zheng, Long;  He, Bingsheng;  Liu, Cheng;  Chen, Xin-Yu;  Liao, Xiao-Fei;  Jin, Hai
收藏  |  浏览/下载:99/0  |  提交时间:2019/08/16
graph processing accelerator  domain-specific architecture  performance  energy efficiency