Pierre Héroux

4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) ICML (1)

Top co-authors

Sébastien Adam (4) Paul Honeine (2) Jean-Yves RAMEL (2) Benoit Gaüzère (2) Maxime Berar (2) Muhammet Balcilar (2) Romain Raveaux (2) Jason Piquenot (2) Guillaume Renton (1) Pascal Vasseur (1)

Keywords

message passing (1) weisfeiler-lehman test (1) graph convolution (1) spectral domain (1) graph neural network (1)

Papers

Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach ICLR 2025

G$^2$N$^2$ : Weisfeiler and Lehman go grammatical ICLR 2024

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective ICLR 2021

Breaking the Limits of Message Passing Graph Neural Networks ICML 2021