SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization.
Boyuan FengYuke WangXu LiShu YangXueqiao PengYufei DingPublished in: ICTAI (2020)
Keyphrases
- neural network
- pattern recognition
- general purpose
- graph representation
- uniform quantization
- fuzzy logic
- graph theory
- graph structure
- adaptive quantization
- back propagation
- graph mining
- graph matching
- graph theoretic
- structured data
- artificial neural networks
- graph based algorithm
- graph partitioning
- graph model
- successive approximation
- fuzzy systems
- weighted graph
- neural nets
- multilayer perceptron
- feed forward
- directed acyclic graph
- graph databases
- spanning tree
- directed graph
- connected components
- wavelet transform
- bayesian networks
- genetic algorithm