7 citations · 19 across the 7 of their papers we have counts for
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cs.AR2022★ 2 cited
CPSAA: Accelerating Sparse Attention using Crossbar-based Processing-In-Memory Architecture
Huize Li, Hai Jin, Long Zheng +7
The attention mechanism requires huge computational efforts to process unnecessary calculations, significantly limiting the system's performance. Researchers propose sparse attenti…
cs.LG2022★ 2 cited
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
Zixiao Wang, Yuluo Guo, Jin Zhao +5
In this paper, we propose a Graph Inception Diffusion Networks(GIDN) model. This model generalizes graph diffusion in different feature spaces, and uses the inception module to avo…
cs.LG2022★ 4 cited
Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUs
Shaoxian Xu, Zhiyuan Shao, Ci Yang +2
The emerging Graph Convolutional Network (GCN) has now been widely used in many domains, and it is challenging to improve the efficiencies of applications by accelerating the GCN t…