GNN Survey Weekly Paper Review

Guidelines

• Deadline: Submit paper summaries every Sunday.
• Content:
  • Upload a brief summary of the paper, key insights, and any relevant figures.
  • Focus on the main message of the paper.
• Collaboration:
  • Read and comment on each other's summaries by the following week.
  • Share thoughts, questions, or points of confusion.

Paper List

~10/20

• Network Traffic Modeling and Prediction Using Graph Gaussian Processes
• Graph Neural Network Powered Bayesian Optimization for Large Molecular Spaces
• Bayesian optimisation of functions on graphs

~10/27

• Graph neural network-inspired kernels for gaussian processes in semi-supervised learning
• Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network