Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks

Keyphrases

• Classification Accuracy 20%
• Equivariant 20%
• Expressive Power 20%
• Graph Learning 20%
• Graph Neural Network 60%
• Interaction Paradigms 20%
• Linear Region 20%
• Message Passing 100%
• Multi-level Interaction 20%
• Non-isomorphic 20%
• Non-isomorphic Graphs 20%
• Pairwise Interaction 20%
• Passing on 20%
• Relational Systems 20%
• ReLU Activation 20%
• Simplicial 60%
• Simplicial Complex 60%
• Simplicial Network 100%
• Strongly Regular Graph 20%
• Weisfeiler-Lehman 60%

Mathematics

• Equivariant 33%
• Expressive Power 33%
• Interaction Paradigm 33%
• Neural Network 100%
• simplicial complex σ 100%
• Strongly Regular Graph 33%

Computer Science

• Classification Accuracy 20%
• Expressive Power 20%
• Graph Neural Network 60%
• Machine Learning 20%
• Message Passing 100%
• Relational System 20%
• Simplicial Complex 60%
• Strongly Regular Graph 20%