Jason Piquenot

According to our database, Jason Piquenot authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Grammatical Path Network: Unveiling Cycles Through Path Computation.

Jason Piquenot, Louisa Bouzidi, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

Proceedings of the Graph-Based Representations in Pattern Recognition, 2025

2024

Graph node matching for edit distance.

Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam

Pattern Recognit. Lett., 2024

Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning.

Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

CoRR, 2024

G2N2 : Weisfeiler and Lehman go grammatical.

Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Technical report: Graph Neural Networks go Grammatical.

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

CoRR, 2023