Junghyun Lee
Junghyun Lee
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GNN
How Powerful are Graph Neural Networks?
Event Weekly OSI Lab Seminar Short summary In this seminar, I will talk about the influential paper “How Powerful are Graph Neural Networks?” (Xu et al., ICLR'19 oral). Abstract (taken directly from the paper)
Jan 22, 2021
A Statistical Analysis of Stochastic Gradient Noises for GNNs
Inspired from (Wang et al., ICLR'22), we provide a preliminary statistical analysis of stochastic gradient noises (SGNs) of GIN and GCN in Cora node classification task.
Junghyun Lee
,
Minchan Jeong
,
Namgyu Ho
,
Se-Young Yun
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