Publications
Claudia D'Amato Giuseppe Rubini Francesco Didio Donato Francioso Fatima Zahra Amara Nicola Fanizzi
Automated Creation of a Legal Knowledge Graph Addressing Cases of Violence Against Women

Dec 25, 2025

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Claudia d’Amato Giuseppe Rubini Fatima Zahra Amara Nicola Fanizzi
A Bottom-Up Framework for Legal Knowledge Graph Construction: A Case Study on Gender-Based Violence

Dec 23, 2025

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Abdoulaye Diallo Claudia d’Amato Mouhamadou Thiam
A Semi-automatic Approach for Validating Ontology Alignments Based on LLMs and KGs

Dec 23, 2025

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Ziheng Chen Jin Huang Fabrizio Silvestri Yongfeng Zhang Hongshik Ahn Gabriele Tolomei
Joint Factual and Counterfactual Explanations for Top-k GNN-based Recommendations

Nov 22, 2025

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Ivan Diliso Nicola Fanizzi Claudia d'Amato
Learning Interpretable Probabilistic Models and Schema Axioms for Knowledge Graphs

Oct 25, 2025

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Flavio Giorgi Cesare Campagnano Fabrizio Silvestri Gabriele Tolomei
Natural Language Counterfactual Explanations for Graphs Using Large Language Models

May 3, 2025

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Roberto Barile Claudia d'Amato Nicola Fanizzi
LP-DIXIT: Evaluating Explanations for Link Predictions on Knowledge Graphs using Large Language Models

Apr 22, 2025

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Nicola Fanizzi Claudia d'Amato
The blessing of dimensionality: Perspectives of reasoning and learning on hyperdimensional computing/vector symbolic architectures

Mar 21, 2025

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Francesco Chiariello Valeria Fionda Antonio Ielo Francesco Ricca
Direct Encoding of Declare Constraints in ASP

Feb 14, 2025

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Giuseppe De Giacomo Valeria Fionda Nicola Gigante Antonio Ielo Francesco Ricca Alessandra Russo
A Declarative Framework for Temporal Reasoning in Green-Aware Applications

Jan 1, 2025

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Ziheng Chen Jiali Cheng Hadi Amiri Kaushiki Nag Lu Lin Sijia Liu Gabriele Tolomei Xiangguo Sun
FROG: Fair Removal on Graph

Jan 1, 2025

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George Hannah Rita T. Sousa Ioannis Dasoulas Claudia d'Amato
On the legal implications of Large Language Model answers: A prompt engineering approach and a view beyond by exploiting Knowledge Graphs

Jan 1, 2025

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Edoardo Gabrielli Dimitri Belli Zoe Matrullo Vittorio Miori Gabriele Tolomei
Securing Federated Learning Against Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection on Local Updates

Jan 1, 2025

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Roberto Barile Claudia d’Amato Nicola Fanizzi
Additive Counterfactuals for Explaining Link Predictions on Knowledge Graphs

Nov 25, 2024

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Ilaria Lucrezia Amerise Valeria Fionda Giuseppe Pirrò
Bipartite Time Series Network for Data Imputation

Oct 24, 2024

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Valeria Fionda Antonio Ielo Francesco Ricca
LTLf2ASP: LTLf Bounded Satisfiability in ASP

Oct 1, 2024

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Andrea Bernini Fabrizio Silvestri Gabriele Tolomei
Evading Community Detection via Counterfactual Neighborhood Search

Aug 24, 2024

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Roberto Barile Claudia d'Amato Nicola Fanizzi
Explanation of Link Predictions on Knowledge Graphs via Levelwise Filtering and Graph Summarization

May 26, 2024

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Valeria Fionda
A benchmark dataset for community deception algorithms

Feb 29, 2024

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Valeria Fionda
Better Hide Communities: Benchmarking Community Deception Algorithms

Feb 29, 2024

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Valeria Fionda Giuseppe Pirrò
Characterizing Evolutionary Trends in Temporal Knowledge Graphs with Linear Temporal Logic

Jan 22, 2024

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Francesco Chiariello Valeria Fionda Antonio Ielo Francesco Ricca
A Direct ASP Encoding for Declare

Jan 10, 2024

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Antonio Ielo Mark Law Valeria Fionda Francesco Ricca Giuseppe De Giacomo Alessandra Russo
Towards ILP-Based LTL f Passive Learning

Dec 22, 2023

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Claudia d'Amato Louis Mahon Pierre Monnin Giorgos Stamou
Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges

Dec 19, 2023

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