Héroux, Pierre

4 publications

ICLR 2025 Grammar Reinforcement Learning: Path and Cycle Counting in Graphs with a Context-Free Grammar and Transformer Approach Jason Piquenot, Maxime Berar, Romain Raveaux, Pierre Héroux, Jean-Yves Ramel, Sébastien Adam

ICLR 2024 G$^2$N$^2$ : Weisfeiler and Lehman Go Grammatical Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam

ICLR 2021 Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine

ICML 2021 Breaking the Limits of Message Passing Graph Neural Networks Muhammet Balcilar, Pierre Heroux, Benoit Gauzere, Pascal Vasseur, Sebastien Adam, Paul Honeine