Alessio Ragno

17 papers A* 1A 2Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
CIP-Net: Continual Interpretable Prototype-based Network.
AAAI
Federico Di Valerio, Michela Proietti, Alessio Ragno, Roberto Capobianco
2026 — conf
LogiX-Me: Logic-based Self-Explainable Message Passing GNN.
EDBT/ICDT Workshops
Simone Palumbo, Alessio Ragno, Roberto Capobianco, Marc Plantevit, Céline Robardet
2025 J jnl
CIP-Net: Continual Interpretable Prototype-based Network.
CoRR
Federico Di Valerio, Michela Proietti, Alessio Ragno, Roberto Capobianco
2025 J jnl
Essential Oils as Antimicrobials against
J. Chem. Inf. Model.
Roberta Astolfi, Alessandra Oliva, Antonio Raffo, Filippo Sapienza, Alessio Ragno, Eleonora Proia, Claudio M. Mastroianni, Cristina Luceri, Mijat Bozovic, Milan Mladenovic, Rosanna Papa, Patrizia Bottoni, Elena Mazzinelli, Giuseppina Nocca, Rino Ragno
2025 — conf
Faithful Explanations for Graph Classification Using Logic.
ECML/PKDD (4)
Alessio Ragno, Marc Plantevit, Céline Robardet
2025 A conf
IMPO: Interpretable Memory-based Prototypical Pooling.
WSDM
Alessio Ragno, Roberto Capobianco
2025 J jnl
Leveraging internal representations of GNNs with Shapley values.
Data Min. Knowl. Discov.
Ataollah Kamal, Alessio Ragno, Marc Plantevit, Céline Robardet
2025 — —
Topology-based explanations for neural networks.
Alessio Ragno
2024 J jnl
Explainable AI in drug discovery: self-interpretable graph neural network for molecular property prediction using concept whitening.
Mach. Learn.
Michela Proietti, Alessio Ragno, Biagio La Rosa, Rino Ragno, Roberto Capobianco
2024 — conf
Identifying Candidates for Protein-Protein Interaction: A Focus on NKp46's Ligands.
EXPLIMED@ECAI
Alessia Borghini, Federico Di Valerio, Alessio Ragno, Roberto Capobianco
2024 J jnl
Prototype-Based Interpretable Graph Neural Networks.
IEEE Trans. Artif. Intell.
Alessio Ragno, Biagio La Rosa, Roberto Capobianco
2024 A conf
Transparent Explainable Logic Layers.
ECAI
Alessio Ragno, Marc Plantevit, Céline Robardet, Roberto Capobianco
2023 — conf
Memory Replay For Continual Learning With Spiking Neural Networks.
MLSP
Michela Proietti, Alessio Ragno, Roberto Capobianco
2023 — conf
Understanding Deep RL Agent Decisions: a Novel Interpretable Approach with Trainable Prototypes.
XAI.it@AI*IA
Caterina Borzillo, Alessio Ragno, Roberto Capobianco
2022 J jnl
Ligand-based and structure-based studies to develop predictive models for SARS-CoV-2 main protease inhibitors through the 3d-qsar.com portal.
J. Comput. Aided Mol. Des.
Eleonora Proia, Alessio Ragno, Lorenzo Antonini, Manuela Sabatino, Milan Mladenovic, Roberto Capobianco, Rino Ragno
2022 J jnl
Molecule Generation from Input-Attributions over Graph Convolutional Networks.
CoRR
Dylan Savoia, Alessio Ragno, Roberto Capobianco
2022 J jnl
Semi-Supervised GCN for learning Molecular Structure-Activity Relationships.
CoRR
Alessio Ragno, Dylan Savoia, Roberto Capobianco