Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel
A Simple Unified Method for Node Classification on Homophilous and Heterophilous Graphs
INTEGRATE: Distance based Graph Convolutional Networks for Statistical Relational Learning
#relational #relations #adjacency
Attentive Walk-Aggregating Graph Neural Networks
Mehmet F Demirel, Shengchao Liu, Siddhant Garg, Zhenmei Shi, Yingyu Liang
'Sampling random graph homomorphisms and applications to network data analysis', by Hanbaek Lyu, Facundo Memoli, David Sivakoff.
http://jmlr.org/papers/v24/20-449.html
#subgraph #graphs #adjacency
RT @HetSysCDT@twitter.com
We are really grateful to @NationalGridESO@twitter.com & #Adjacency for presenting such interesting challenges and to our amazing students & academic colleagues for their energy & enthusiasm over the last 3 days. This event truly demonstrates the collaborative & supportive nature of our CDT
🐦🔗: https://twitter.com/HetSysCDT/status/1603042943715184640