Search Results for author: Ayhan Suleymanzade

Found 1 papers, 1 papers with code

Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance

1 code implementation NeurIPS 2023 Jinwoo Kim, Tien Dat Nguyen, Ayhan Suleymanzade, Hyeokjun An, Seunghoon Hong

In contrary to equivariant architectures, we use an arbitrary base model such as an MLP or a transformer and symmetrize it to be equivariant to the given group by employing a small equivariant network that parameterizes the probabilistic distribution underlying the symmetrization.

 Ranked #1 on Link Prediction on PCQM-Contact (using extra training data)

Graph Classification Graph Regression +1

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