Towards Understanding and Reducing Graph Structural Noise for GNNs.
Mingze DongYuval KlugerPublished in: ICML (2023)
Keyphrases
- graph representation
- random walk
- graph structure
- noise level
- stable set
- data sets
- random noise
- graph mining
- structural information
- structured data
- noise reduction
- low signal to noise ratio
- connected components
- weighted graph
- noise free
- noise model
- additive noise
- missing data
- multiscale
- input data
- random graphs
- graph clustering
- noise removal
- structural features
- noisy data
- directed acyclic graph
- graph theory
- bipartite graph
- signal to noise ratio