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Pubblicazioni

Titolo	Pubblicato in	Anno
Global Explainability of GNNs via Logic Combination of Learned Concepts	11th International Conference on Learning Representations, ICLR 2023	2023
Topological Network Traffic Compression	GNNet 2023 - Proceedings of the 2nd Graph Neural Networking Workshop 2023	2023
Interpretable Neural-Symbolic Concept Reasoning	ICML'23: Proceedings of the 40th International Conference on Machine Learning	2023
Bridging Equational Properties and Patterns on Graphs: an AI-Based Approach	Proceedings of Machine Learning Research	2023
A Rewiring Contrastive Patch PerformerMixer Framework for Graph Representation Learning	2023 IEEE International Conference on Big Data (BigData)	2023
SurvivalGAN: Generating Time-to-Event Data for Survival Analysis	Proceedings of Machine Learning Research	2023
Latent Graph Inference using Product Manifolds	11th International Conference on Learning Representations, ICLR 2023	2023
SCOTCH and SODA: A Transformer Video Shadow Detection Framework	Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition	2023
MMCTNet: Multi-Modal Cony-Transformer Network for Predicting Good and Poor Outcomes in Cardiac Arrest Patients	COMPUTING IN CARDIOLOGY	2023
On the Expressive Power of Geometric Graph Neural Networks	Proceedings of Machine Learning Research	2023
Graph Denoising Diffusion for Inverse Protein Folding	37th Conference on Neural Information Processing Systems (NeurIPS 2023)	2023
The Operon as a Conundrum of Gene Dynamics and Biochemical Constraints: What We Have Learned from Histidine Biosynthesis	GENES	2023
Computational logic for biomedicine and neurosciences	Symbolic Approaches to Modeling and Analysis of Biological Systems	2023
Learning logic explanations by neural networks	Compendium of Neurosymbolic Artificial Intelligence	2023
Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery	22nd IFAC World Congress Yokohama, Japan, July 9-14, 2023	2023
Navigating the development challenges in creating complex data systems	NATURE MACHINE INTELLIGENCE	2023
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data	SCIENTIFIC DATA	2023
CellVGAE: An unsupervised scRNA-seq analysis workflow with graph attention networks	BIOINFORMATICS	2022
Do We Need Anisotropic Graph Neural Networks?	ICLR 2022 - 10th International Conference on Learning Representations	2022
NEPTUNE: A novel computational approach for accurate and large-scale identification of tumor homing peptides	COMPUTERS IN BIOLOGY AND MEDICINE	2022