GraphPulse: Topological representations for temporal graph property prediction.
Kiarash ShamsiFarimah PoursafaeiShenyang HuangTran Gia Bao NgoBaris CoskunuzerCuneyt Gurcan AkcoraPublished in: ICLR (2024)
Keyphrases
- prediction accuracy
- spatio temporal
- connected components
- prediction algorithm
- topological properties
- temporal reasoning
- graph theory
- topological information
- topological features
- global consistency
- temporal constraints
- graph properties
- graph representations
- vector representation
- topological map
- temporal databases
- graph structure
- prediction error
- protein function prediction
- random walk
- bipartite graph
- spatial and temporal
- temporal information
- graph representation
- graph theoretic
- directed graph
- prediction model
- weighted graph
- higher level
- location prediction
- structured data
- temporal evolution
- graphical representation
- graph model
- temporal data
- directed acyclic graph
- graph matching
- temporal dimension
- symbolic representation
- graph partitioning
- graph databases
- temporal patterns
- neural network