SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs.
Lanting FangYulian YangKai WangShanshan FengKaiyu FengJie GuiShuliang WangYew-Soon OngPublished in: CoRR (2024)
Keyphrases
- neural network
- dynamic graph
- graph representation
- graph theory
- graph structure
- dynamic networks
- graph search
- graph matching
- weighted graph
- graph model
- graph databases
- directed graph
- artificial neural networks
- graph theoretic
- markov chain
- graph properties
- graph classification
- graph theoretical
- series parallel
- neighborhood graph
- graph kernels
- adjacency matrix
- random walk
- subgraph isomorphism
- graph construction
- graph transformation
- graph clustering
- small world
- dense subgraphs
- graph mining
- knn
- evolving graphs
- maximum clique
- labeled graphs
- minimum spanning tree
- graph layout
- structural pattern recognition
- graph structures
- relational structures
- random graphs
- graph data
- graph partitioning
- undirected graph
- spanning tree
- directed acyclic graph
- structured data
- social networks