Introduction-to-Spectral-Graph-Convolution

• Spectral Graph Convolution(DMQA open seminar on 2022.07.15)

• Contents:
  

  Graph data & structure
  Graph Fourier Transform
  Spectral Graph Convolution
  Spectral Graph CNN (Brunaet al. ICLR 2014)
  ChebNet(Defferardet al. NIPS 2016)
  Simplified ChebNet(Kipf& Welling, ICLR 2017)
  

• Video: https://youtu.be/YsyIXqdhreo
  

• Material: Introduction to Graph Neural Networks(Spectral Graph Convolution).pdf
  

• Q & A: Spectral graph convolution q&a.pdf