Danilo Numeroso
机构: AI Research Scientist, iGenius
每年引用次数
引用次数
引用: 117
H-指数: 6
I10-指数 : 6
出版物: 11
Explaining Deep Graph Networks with Molecular Counterfactuals.
Davide Bacciu , Danilo Numeroso
arXiv: Quantitative Methods
10
2020
MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks.
Davide Bacciu , Danilo Numeroso
arXiv: Learning
15
2021
Explaining deep graph networks via input perturbation
Davide Bacciu , Danilo Numeroso
IEEE Transactions on Neural Networks and Learning Systems
6
2022
Dual algorithmic reasoning
Danilo Numeroso , Davide Bacciu , Petar Veličković
arXiv preprint arXiv:2302.04496
2023
Learning heuristics for A*
Danilo Numeroso , Davide Bacciu , Petar Veličković
arXiv preprint arXiv:2204.08938
1
2022
The EURO meets NeurIPS 2022 vehicle routing competition
Wouter Kool , Laurens Bliek , Danilo Numeroso , Yingqian Zhang
NeurIPS 2022 Competition Track 35 -49
8
2022
A tropical view of graph neural networks
Francesco Landolfi , Davide Bacciu , Danilo Numeroso
2
2023
Vehicle routing heuristics: a quick tour d'horizon
Wouter Kool , Laurens Bliek , Danilo Numeroso , Yingqian Zhang
2022
Neural Algorithmic Reasoning for Combinatorial Optimisation
Dobrik Georgiev , Danilo Numeroso , Davide Bacciu , Pietro Liò
The Second Learning on Graphs Conference
9
2023
Neural Algorithmic Reasoning with Multiple Correct Solutions
Zeno Kujawa , John Poole , Dobrik Georgiev , Danilo Numeroso
arXiv preprint arXiv:2409.06953
2024
Reasoning Algorithmically in Graph Neural Networks
Danilo Numeroso
PhD Thesis
2024