Fresh picks from ArXiv
This week on ArXiv: improving robustness by resampling a graph, learning better scenes, and new homophily definitions 🐤

If I forgot to mention your paper, please shoot me a message and I will update the post.

GNNs
* Training Graph Neural Networks by Graphon Estimation
* Learning to Generate Scene Graph from Natural Language Supervision ICCV 2021
* Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning
* Sparsifying the Update Step in Graph Neural Networks
* Adaptive Label Smoothing To Regularize Large-Scale Graph Training

Math
* How likely is a random graph shift-enabled?
* The Popularity-Homophily Index: A new way to measure Homophily in Directed Graphs