From a quick glance, the blog post seems to be based on the following paper involving the same author: https://arxiv.org/abs/2106.10934 https://arxiv.org/abs/21

From a quick glance, the blog post seems to be based on the following paper involving the same author: https://arxiv.org/abs/2106.10934 https://arxiv.org/abs/2106.10934 The point of the post is how graph NNs are limited in capability, so I’m not sure graph NN surveys are the best references (sibling comment) for the main punchline, though they might certainly contain many important details.