Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense.
Haoyang LiShimin DiCalvin Hong Yi LiLei ChenXiaofang ZhouPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- dynamic graph
- neural network
- graph representation
- graph theory
- dynamic networks
- directed graph
- graph structure
- graph construction
- labeled graphs
- weighted graph
- graph mining
- graph theoretic
- graph matching
- graph theoretical
- random graphs
- graph search
- graph databases
- graph model
- adjacency matrix
- graph structures
- graph properties
- graph classification
- graph transformation
- pattern recognition
- bipartite graph
- graph clustering
- graph data
- graph kernels
- subgraph isomorphism
- spanning tree
- artificial neural networks
- structured data
- graph partitioning
- minimum spanning tree
- series parallel
- connected dominating set
- finding the shortest path
- evolving graphs
- polynomial time complexity
- adjacency graph
- graph representations
- undirected graph
- edge weights
- graph isomorphism
- random walk
- vertex set
- neighborhood graph
- structural pattern recognition
- attributed graphs
- connected graphs