Why not perform the transfer learning setting?

[ha-lins]

Hi @mengyings,

Thanks for the great work! I have a minor question as the title shows. You say: We do not evaluate transfer learning setting in this paper where a pretrained model is applied to another dataset. The transfer learning setting could be more challenging and practical. Following Hu et. al, you can pretrain on the unlabeled ZINC15 database, and then evaluated on these downstream tasks. Could it be possible to perform this setting for MoCL-DK? Thanks!

Reference:
[1] Strategies to pre-train graph neural networks. Hu et al. 2020.

[mengyings]

Yes, we are currently pretraining on the ZINC dataset and will release the pre-trained model once done.