SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation.
Jun XiaLirong WuJintao ChenBozhen HuStan Z. LiPublished in: WWW (2022)
Keyphrases
- data collection
- data sets
- knowledge discovery
- prior knowledge
- high quality
- data structure
- data processing
- human experts
- learning process
- database
- learning algorithm
- missing data
- data quality
- data sources
- training data
- probabilistic model
- data points
- image data
- data mining techniques
- online learning
- learning mechanism
- databases
- raw data
- learning systems
- hidden variables
- graph representation
- learned models
- synthetic data
- input data
- data mining
- xml documents
- training set
- decision trees