Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs.
Costas MavromatisVassilis N. IoannidisShen WangDa ZhengSoji AdeshinaJun MaHan ZhaoChristos FaloutsosGeorge KarypisPublished in: CoRR (2023)
Keyphrases
- graph representation
- graph theory
- weighted graph
- graph matching
- graph structure
- graph construction
- graph databases
- graph theoretic
- directed graph
- graph mining
- graph model
- adjacency matrix
- graph partitioning
- graph structures
- labeled graphs
- graph properties
- undirected graph
- graph clustering
- graph classification
- graph search
- graph data
- series parallel
- graph theoretical
- random graphs
- subgraph isomorphism
- graph transformation
- structural pattern recognition
- spanning tree
- bipartite graph
- dynamic graph
- connected dominating set
- graph kernels
- evolving graphs
- maximum common subgraph
- query graph
- web graph
- reachability queries
- disk resident
- average degree
- graph isomorphism
- finding the shortest path
- graph representations
- dense subgraphs
- maximum cardinality
- professional development
- frequent subgraphs
- graph patterns
- graph embedding
- association graph
- attributed graphs
- inexact graph matching
- maximum independent set
- graph drawing
- polynomial time complexity
- connected graphs
- maximal cliques
- massive graphs
- real world graphs
- minimum spanning tree
- maximum clique
- neighborhood graph
- metadata
- graph layout
- social networks
- bounded degree
- social graphs
- edge weights
- strongly connected
- topological information
- small world
- easy to follow
- multimedia
- densely connected
- directed acyclic
- shortest path
- hyper graph
- adjacency graph
- attributed relational graph