Graph isomorphism UNet

1 code implementation • Expert Systems with Applications 2023 • Alireza Amouzad, Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, Behnam Roshanfekr

Recent methods leverage learnable parameters to extract structural information from neural networks and extend pooling and unpooling to graphs using node features and graph structural information.

Decoder Graph Classification +1

Adaptive Online Learning for Gradient-Based Optimizers

no code implementations • 1 Jun 2019 • Saeed Masoudian, Ali Arabzadeh, Mahdi Jafari Siavoshani, Milad Jalal, Alireza Amouzad

Finally, as a representative application of our proposed algorithm, we study the problem of learning the best regularizer from a family of regularizers for Online Mirror Descent.