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Journal Articles
- 2023
[j1]Davide Bacciu
, Danilo Numeroso:
Explaining Deep Graph Networks via Input Perturbation. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10334-10345 (2023)
Conference and Workshop Papers
- 2023
- [c4]Francesco Landolfi, Davide Bacciu, Danilo Numeroso:
A Tropical View of Graph Neural Networks. ESANN 2023 - [c3]Danilo Numeroso, Davide Bacciu, Petar Velickovic:
Dual Algorithmic Reasoning. ICLR 2023 - [c2]Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Lio:
Neural Algorithmic Reasoning for Combinatorial Optimisation. LoG 2023: 28 - 2021
- [c1]Wouter Kool, Laurens Bliek, Danilo Numeroso, Yingqian Zhang, Tom Catshoek, Kevin Tierney, Thibaut Vidal, Joaquim A. S. Gromicho:
The EURO Meets NeurIPS 2022 Vehicle Routing Competition. NeurIPS (Competition and Demos) 2021: 35-49
Informal and Other Publications
- 2024
- [i7]Danilo Numeroso:
Reasoning Algorithmically in Graph Neural Networks. CoRR abs/2402.13744 (2024) - [i6]Zeno Kujawa, John Poole, Dobrik Georgiev, Danilo Numeroso, Pietro Liò:
Neural Algorithmic Reasoning with Multiple Correct Solutions. CoRR abs/2409.06953 (2024) - 2023
- [i5]Danilo Numeroso, Davide Bacciu, Petar Velickovic:
Dual Algorithmic Reasoning. CoRR abs/2302.04496 (2023) - [i4]Dobrik Georgiev, Danilo Numeroso, Davide Bacciu, Pietro Liò:
Neural Algorithmic Reasoning for Combinatorial Optimisation. CoRR abs/2306.06064 (2023) - 2022
- [i3]Danilo Numeroso, Davide Bacciu, Petar Velickovic:
Learning heuristics for A. CoRR abs/2204.08938 (2022) - 2021
- [i2]Danilo Numeroso, Davide Bacciu:
MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks. CoRR abs/2104.08060 (2021) - 2020
- [i1]Danilo Numeroso, Davide Bacciu:
Explaining Deep Graph Networks with Molecular Counterfactuals. CoRR abs/2011.05134 (2020)
Coauthor Index
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