Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs.
Janet LayneJustin CarpenterEdoardo SerraFrancesco GulloPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- spatio temporal
- temporal data
- temporal constraints
- active learning
- temporal dimension
- learning process
- supervised learning
- temporal information
- online learning
- unsupervised learning
- temporal aspects
- temporal analysis
- temporal patterns
- temporal databases
- representational power
- multiple representations
- effective learning
- temporal evolution
- temporal relations
- graph representation
- learning algorithm
- learning tasks
- space time
- computationally efficient
- probabilistic model