Fresh picks from ArXiv
This week on ArXiv: reconstruction conjecture for higher expressivity, decision graphs, and control in robots 🤖

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

NeurIPS
* Motif-based Graph Self-Supervised Learning for Molecular Property Prediction NeurIPS 2021
* Reconstruction for Powerful Graph Representations NeurIPS 2021
* Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration NeurIPS 2021

GNNs
* Graph Pointer Neural Networks
* Equivariant Neural Network for Factor Graphs
* Tree in Tree: from Decision Trees to Decision Graphs

Applications
* Deep Fraud Detection on Non-attributed Graph
* How Neural Processes Improve Graph Link Prediction
* Coverage Control in Multi-Robot Systems via Graph Neural Networks
* Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs