Danilo Numeroso

According to our database, Danilo Numeroso authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neural Algorithmic Reasoning with Multiple Correct Solutions.

Zeno Kujawa, John Poole, Dobrik Georgiev, Danilo Numeroso, Pietro Liò

CoRR, 2024

Reasoning Algorithmically in Graph Neural Networks.

Danilo Numeroso

CoRR, 2024

2023

Explaining Deep Graph Networks via Input Perturbation.

Davide Bacciu, Danilo Numeroso

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Neural Algorithmic Reasoning for Combinatorial Optimisation.

Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Lio

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Dual Algorithmic Reasoning.

Danilo Numeroso, Davide Bacciu, Petar Velickovic

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Tropical View of Graph Neural Networks.

Francesco Landolfi, Davide Bacciu, Danilo Numeroso

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Learning heuristics for A.

Danilo Numeroso, Davide Bacciu, Petar Velickovic

CoRR, 2022

2021

MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks.

Danilo Numeroso, Davide Bacciu

CoRR, 2021

The EURO Meets NeurIPS 2022 Vehicle Routing Competition.

Wouter Kool, Laurens Bliek, Danilo Numeroso, Yingqian Zhang, Tom Catshoek, Kevin Tierney, Thibaut Vidal, Joaquim A. S. Gromicho

Proceedings of the NeurIPS 2022 Competition Track, 2021

2020

Explaining Deep Graph Networks with Molecular Counterfactuals.

Danilo Numeroso, Davide Bacciu

CoRR, 2020