"expressive power analysis" Papers

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Graph Neural Networks Can (Often) Count Substructures

Paolo Pellizzoni, Till Schulz, Karsten Borgwardt

ICLR 2025poster
2
citations

On the Expressive Power of Spectral Invariant Graph Neural Networks

Bohang Zhang, Lingxiao Zhao, Haggai Maron

ICML 2024poster

The Illusion of State in State-Space Models

William Merrill, Jackson Petty, Ashish Sabharwal

ICML 2024poster