Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data.
Xin ZhengMiao ZhangChunyang ChenQuoc Viet Hung NguyenXingquan ZhuShirui PanPublished in: NeurIPS (2023)
Keyphrases
- graph representation
- graph structure
- graph representations
- graph structures
- graph theory
- directed graph
- graph properties
- graph data
- data sets
- graph matching
- adjacency matrix
- graph theoretic
- complex structures
- structural patterns
- graph mining
- data sources
- attributed graphs
- graph construction
- data structure
- data reduction
- graph model
- data analysis
- random walk
- graph partitioning
- directed acyclic
- dynamic graph
- graph classification
- data points
- graph theoretical
- weighted graph
- graph databases
- topological information
- structured data
- maximal cliques
- connected components
- data objects
- labeled graphs
- graph layout
- spanning tree