Graph Convolution

Intermediate

Extension of convolution to graph domains using adjacency structure.

Full Definition

Extension of convolution to graph domains using adjacency structure.

Keywords

spectral spatial

Domains

Model Architectures

Related Terms

Graph Attention Network related to

GNN using attention to weight neighbor contributions dynamically.

 Heterogeneous Graph related to

Graphs containing multiple node or edge types with different semantics.

 Knowledge Graph related to

Structured graph encoding facts as entity–relation–entity triples.

 Energy-Based Model related to

Models that define an energy landscape rather than explicit probabilities.

 Graph Neural Network related to

Neural networks that operate on graph-structured data by propagating information along edges.

 Message Passing Neural Network related to

GNN framework where nodes iteratively exchange and aggregate messages from neighbors.

Concept Map

See how Graph Convolution connects to other concepts.

Open Knowledge Graph