متابعة
Federico Errica
Federico Errica
Senior Research Scientist, NEC
بريد إلكتروني تم التحقق منه على neclab.eu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A Fair Comparison of Graph Neural Networks for Graph Classification‏
F Errica, M Podda, D Bacciu, A Micheli‏
8th International Conference on Learning Representations (ICLR), 2020, 2020‏
5652020
A Gentle Introduction to Deep Learning for Graphs‏
D Bacciu, F Errica, A Micheli, M Podda‏
Neural Networks 129 (September), 203-221, 2020‏
3562020
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing‏
D Bacciu, F Errica, A Micheli‏
Proceedings of the 35th International Conference on Machine Learning (ICML …, 2018‏
1002018
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview‏
L Oneto, N Navarin, B Biggio, F Errica, A Micheli, F Scarselli, M Bianchini, ...‏
Neurocomputing 493, 217-243, 2022‏
322022
Graph Mixture Density Networks‏
F Errica, D Bacciu, A Micheli‏
Proceedings of the 38th International Conference on Machine Learning (ICML …, 2021‏
292021
Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials‏
V Zaverkin, D Holzmüller, H Christiansen, F Errica, F Alesiani, ...‏
192023
Probabilistic Learning on Graphs via Contextual Architectures‏
D Bacciu, F Errica, A Micheli‏
Journal of Machine Learning Research (JMLR) 21 (134), 1-39, 2020‏
192020
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification‏
A Carta, A Cossu, F Errica, D Bacciu‏
WWW'21 Workshop on Graph Learning Benchmarks, 2021‏
182021
A deep graph network-enhanced sampling approach to efficiently explore the space of reduced representations of proteins‏
F Errica, M Giulini, D Bacciu, R Menichetti, A Micheli, R Potestio‏
Frontiers in Molecular Biosciences 8, 136, 2021‏
152021
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering‏
F Errica, G Siracusano, D Sanvito, R Bifulco‏
North American Chapter of the Association for Computational Linguistics (NAACL), 2025‏
132025
Catastrophic Forgetting in Deep Graph Networks: A Graph Classification Benchmark‏
A Carta, A Cossu, F Errica, D Bacciu‏
Frontiers in Artificial Intelligence 5, 2022‏
92022
Modeling Edge Features with Deep Bayesian Graph Networks‏
D Atzeni, D Bacciu, F Errica, A Micheli‏
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021‏
82021
On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data‏
F Errica‏
Neural Information Processing Systems (NeurIPS 2023), 2023‏
72023
The Infinite Contextual Graph Markov Model‏
D Castellana, F Errica, D Bacciu, A Micheli‏
International Conference on Machine Learning (ICML 2022), 2022‏
72022
Self-tuning Hamiltonian Monte Carlo for accelerated sampling‏
H Christiansen, F Errica, F Alesiani‏
The Journal of Chemical Physics 159 (23), 2023‏
62023
Robust Malware Classification via Deep Graph Networks on Call Graph Topologies‏
F Errica, G Iadarola, F Martinelli, F Mercaldo, A Micheli‏
European Symposium on Artificial Neural Networks (ESANN), 2021‏
62021
Theoretically Expressive and Edge-aware Graph Learning‏
F Errica, D Bacciu, A Micheli‏
28th European Symposium on Artificial Neural Networks, Computational …, 2020‏
62020
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching‏
F Errica, H Christiansen, V Zaverkin, T Maruyama, M Niepert, F Alesiani‏
arXiv preprint arXiv:2312.16560, 2023‏
52023
Deep Graph Networks for Drug Repurposing With Multi-Protein Targets‏
D Bacciu, F Errica, A Gravina, L Madeddu, M Podda, G Stilo‏
IEEE Transactions on Emerging Topics in Computing 12 (1), 177-189, 2023‏
52023
FA3L at SemEval-2017 task 3: A three embeddings recurrent neural network for question answering‏
G Attardi, A Carta, F Errica, A Madotto, L Pannitto‏
Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017‏
52017
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مقالات 1–20