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Degree-Aware Graph Neural Network Quantization

In this paper, we investigate the problem of graph neural network quantization. Despite the great success on convolutional neural networks, directly applying current network quantization approaches to graph neural networks faces two challenges. First, the fixed-scale parameter in the current methods...

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Detalles Bibliográficos
Autores principales: Fan, Ziqin, Jin, Xi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10670813/
https://www.ncbi.nlm.nih.gov/pubmed/37998202
http://dx.doi.org/10.3390/e25111510