Search Results for author: Masaru Todoriki

Found 1 papers, 1 papers with code

Bermuda Triangles: GNNs Fail to Detect Simple Topological Structures

1 code implementation ICLR Workshop GTRL 2021 Arseny Tolmachev, Akira Sakai, Masaru Todoriki, Koji Maruhashi

Most graph neural network architectures work by message-passing node vector embeddings over the adjacency matrix, and it is assumed that they capture graph topology by doing that.

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