Combining Label Propagation and Simple Models Out-Performs Graph Neural Networks (arxiv.org)

Also see this tweet thread summarizing the paper: https://twitter.com/cHHillee/status/1323323061370724352, as well as a higher level of where this paper fits into the general literature here: https://twitter.com/austinbenson/status/1323320759608057857