Message Passing Neural Network

Intermediate

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

Full Definition

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

Keywords

aggregation

Domains

Model Architectures

Related Terms

Graph Convolution related to

Extension of convolution to graph domains using adjacency structure.

 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.

 Graph Neural Network related to

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

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