Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Shouheng Li

Machine Learning Local Vertex Coloring: Advancing Graph Neural Networks

A new method enhances GNNs by improving graph structure recognition.

2025-08-31T01:23:06+00:00 ― 5 min read

Machine Learning Improving Generalization in Graph Neural Networks

Exploring graph homomorphism to enhance GNN generalization capabilities.

2025-08-31T01:15:12+00:00 ― 6 min read