Aggregation

BiKD: Bidirectional Kernel Decomposition for Large-Scale GCNs on GPU

Graph convolutional neural networks (GCNs) are emerging neural networks for graph structures that include large features associated …

Inje Kim, Jihun Lee, Jonghyun Jeong, Geonwoo Choi, Myung Kuk Yoon, Yunho Oh, Gunjae Koo

SparsePIM+: Accelerating SpMV on HBM-Based PIM via Logic-Die Accumulators with Opportunistic TSV Utilization

Graph convolutional neural networks (GCNs) are emerging neural networks for graph structures that include large features associated …

Taewoon Kang, Namhun Kim, Geonwoo Choi, Taeweon Suh, Gunjae Koo

Analyzing GCN Aggregation on GPU

Graph convolutional neural networks (GCNs) are emerging neural networks for graph structures that include large features associated …

Inje Kim, Jonghyun Jeong, Yunho Oh, Myung Kuk Yoon, Gunjae Koo