meettyj / NOSMOG

Code & data for ICLR'23 Spotlight paper "Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency".
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What does the "standard setting" in table 1 mean in original paper? #2

Closed scottjiao closed 1 year ago

scottjiao commented 1 year ago

Dear authors,

What is the difference between this "standard setting" and the transductive setting in table 2? Would it be the standard setting used in [1], where the idx of training/valid/test set is fixed among different seeds?

Furthermore, the release code also contains transductive setting, is it corresponded to the transductive setting in table 2?

[1] Kipf, T. N., & Welling, M. (2016). Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907.