Andrea Passerini
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
55
Venues
19
Active years
2002–2026
Best venue rank
A*
Where they publish
Papers
55 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Benchmarking XAI Explanations with Human-Aligned Evaluations. | Rmi Kazmierczak, Steve Azzolin, Elose Berthier, Anna Hedstrm, Patricia Delhomme, David Filliat, Nicolas Bousquet, Goran Frehse, Massimiliano Mancini, Baptiste Caramiaux, Andrea Passerini, Gianni Franchi |
| 2025 | ICAIL | Legal Argument Mining: Recent Trends and Open Challenges. | Ruta Liepina, Francesca Galloni, Francesca Lagioia, Marco Lippi, Mariaceleste Musicco, Burcu Sayin, Andrea Passerini, Giovanni Sartor |
| 2025 | ICLR | Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs. | Steve Azzolin, Antonio Longa, Stefano Teso, Andrea Passerini |
| 2025 | ICML | Simple Path Structural Encoding for Graph Transformers. | Louis Airale, Antonio Longa, Mattia Rigon, Andrea Passerini, Roberto Passerone |
| 2025 | ICML | Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective. | Steve Azzolin, Sagar Malhotra, Andrea Passerini, Stefano Teso |
| 2025 | RecSys | You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control. | Giovanni De Toni, Erasmo Purificato, Emilia Gmez, Andrea Passerini, Bruno Lepri, Cristian Consonni |
| 2025 | UAI | A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction. | Leander Kurscheidt, Paolo Morettin, Roberto Sebastiani, Andrea Passerini, Antonio Vergari |
| 2024 | UAI | BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts. | Emanuele Marconato, Samuele Bortolotti, Emile van Krieken, Antonio Vergari, Andrea Passerini, Stefano Teso |
| 2023 | ECAI | A Neuro-Symbolic Approach for Non-Intrusive Load Monitoring. | Gianluca Apriceno, Luca Erculiani, Andrea Passerini |
| 2023 | ECAI | Environmentally-Aware Bundle Recommendation Using the Choquet Integral. | Marco Bronzini, Erich Robbi, Paolo Viappiani, Andrea Passerini |
| 2023 | ICLR | Global Explainability of GNNs via Logic Combination of Learned Concepts. | Steve Azzolin, Antonio Longa, Pietro Barbiero, Pietro Li, Andrea Passerini |
| 2023 | ICLR | Concept-level Debugging of Part-Prototype Networks. | Andrea Bontempelli, Stefano Teso, Katya Tentori, Fausto Giunchiglia, Andrea Passerini |
| 2023 | ICML | Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. | Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso |
| 2023 | NeSy | GlanceNets: Interpretable, Leak-proof Concept-based Models. | Emanuele Marconato, Andrea Passerini, Stefano Teso |
| 2023 | NeSy | Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations. | Emanuele Marconato, Stefano Teso, Andrea Passerini |
| 2022 | ICIAP | Catastrophic Forgetting in Continual Concept Bottleneck Models. | Emanuele Marconato, Gianpaolo Bontempo, Stefano Teso, Elisa Ficarra, Simone Calderara, Andrea Passerini |
| 2022 | UAI | SMT-based weighted model integration with structure awareness. | Giuseppe Spallitta, Gabriele Masina, Paolo Morettin, Andrea Passerini, Roberto Sebastiani |
| 2022 | TIME | A Neuro-Symbolic Approach for Real-World Event Recognition from Weak Supervision. | Gianluca Apriceno, Andrea Passerini, Luciano Serafini |
| 2021 | IJCAI | Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey. | Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini |
| 2021 | IJCAI | Learning Aggregation Functions. | Giovanni Pellegrini, Alessandro Tibo, Paolo Frasconi, Andrea Passerini, Manfred Jaeger |
| 2021 | IUI | Co-creating Platformer Levels with Constrained Adversarial Networks. | Paolo Morettin, Andrea Passerini, Stefano Teso |
| 2021 | NeSy | Neuro-Symbolic Constraint Programming for Structured Prediction. | Paolo Dragone, Stefano Teso, Andrea Passerini |
| 2021 | TIME | A Neuro-Symbolic Approach to Structured Event Recognition. | Gianluca Apriceno, Andrea Passerini, Luciano Serafini |
| 2020 | AAAI | Learning Weighted Model Integration Distributions. | Paolo Morettin, Samuel Kolb, Stefano Teso, Andrea Passerini |
| 2020 | ECAI | Continual Egocentric Object Recognition. | Luca Erculiani, Fausto Giunchiglia, Andrea Passerini |
| 2020 | IJCAI | Learning in the Wild with Incremental Skeptical Gaussian Processes. | Andrea Bontempelli, Stefano Teso, Fausto Giunchiglia, Andrea Passerini |
| 2019 | IJCAI | The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration. | Samuel Kolb, Paolo Morettin, Pedro Zuidberg Dos Martires, Francesco Sommavilla, Andrea Passerini, Roberto Sebastiani, Luc De Raedt |
| 2018 | AAAI | Decomposition Strategies for Constructive Preference Elicitation. | Paolo Dragone, Stefano Teso, Mohit Kumar, Andrea Passerini |
| 2018 | AAAI | Constructive Preference Elicitation Over Hybrid Combinatorial Spaces. | Paolo Dragone, Stefano Teso, Andrea Passerini |
| 2018 | AAAI | Learning Constraints From Examples. | Luc De Raedt, Andrea Passerini, Stefano Teso |
| 2018 | IJCAI | Pyconstruct: Constraint Programming Meets Structured Prediction. | Paolo Dragone, Stefano Teso, Andrea Passerini |
| 2018 | IJCAI | Learning SMT(LRA) Constraints using SMT Solvers. | Samuel Kolb, Stefano Teso, Andrea Passerini, Luc De Raedt |
| 2018 | RecSys | No more ready-made deals: constructive recommendation for telco service bundling. | Paolo Dragone, Giovanni Pellegrini, Michele Vescovi, Katya Tentori, Andrea Passerini |
| 2017 | AAAI | Coactive Critiquing: Elicitation of Preferences and Features. | Stefano Teso, Paolo Dragone, Andrea Passerini |
| 2017 | IJCAI | Efficient Weighted Model Integration via SMT-Based Predicate Abstraction. | Paolo Morettin, Andrea Passerini, Roberto Sebastiani |
| 2016 | AAAI | Component Caching in Hybrid Domains with Piecewise Polynomial Densities. | Vaishak Belle, Guy Van den Broeck, Andrea Passerini |
| 2016 | ECAI | Classtering: Joint Classification and Clustering with Mixture of Factor Analysers. | Emanuele Sansone, Andrea Passerini, Francesco G. B. De Natale |
| 2016 | IJCAI | Hashing-Based Approximate Probabilistic Inference in Hybrid Domains: An Abridged Report. | Vaishak Belle, Guy Van den Broeck, Andrea Passerini |
| 2016 | IJCAI | Constructive Preference Elicitation by Setwise Max-Margin Learning. | Stefano Teso, Andrea Passerini, Paolo Viappiani |
| 2015 | IJCAI | Probabilistic Inference in Hybrid Domains by Weighted Model Integration. | Vaishak Belle, Andrea Passerini, Guy Van den Broeck |
| 2015 | IJCAI | Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach. | Daniil Mirylenka, Andrea Passerini, Luciano Serafini |
| 2015 | UAI | Hashing-Based Approximate Probabilistic Inference in Hybrid Domains. | Vaishak Belle, Guy Van den Broeck, Andrea Passerini |
| 2013 | CIKM | Navigating the topical structure of academic search results via the Wikipedia category network. | Daniil Mirylenka, Andrea Passerini |
| 2012 | ECAI | Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability. | Anna Corazza, Sergio Di Martino, Valerio Maggio, Alessandro Moschitti, Andrea Passerini, Giuseppe Scanniello, Fabrizio Silvestri |
| 2012 | ECCB | Predicting virus mutations through relational learning. | Elisa Cilia, Stefano Teso, Sergio Ammendola, Tom Lenaerts, Andrea Passerini |
| 2012 | PERCOM | Improving activity recognition by segmental pattern mining. | Umut Avci, Andrea Passerini |
| 2010 | AAAI | Predicting Structural and Functional Sites in Proteins by Searching for Maximum-weight Cliques. | Franco Mascia, Elisa Cilia, Mauro Brunato, Andrea Passerini |
| 2010 | ICPR | From On-Going to Complete Activity Recognition Exploiting Related Activities. | Carlo Nicolini, Bruno Lepri, Stefano Teso, Andrea Passerini |
| 2008 | ILP | Feature Discovery with Type Extension Trees. | Paolo Frasconi, Manfred Jaeger, Andrea Passerini |
| 2006 | AAAI | kFOIL: Learning Simple Relational Kernels. | Niels Landwehr, Andrea Passerini, Luc De Raedt, Paolo Frasconi |
| 2006 | EACL | Decomposition Kernels for Natural Language Processing. | Fabrizio Costa, Sauro Menchetti, Alessio Ceroni, Andrea Passerini, Paolo Frasconi |
| 2006 | RECOMB | Improving Prediction of Zinc Binding Sites by Modeling the Linkage Between Residues Close in Sequence. | Sauro Menchetti, Andrea Passerini, Paolo Frasconi, Claudia Andreini, Antonio Rosato |
| 2005 | ICAIL | Automatic semantics extraction in law documents. | Carlo Biagioli, Enrico Francesconi, Andrea Passerini, Simonetta Montemagni, Claudia Soria |
| 2005 | IJCAI | Kernels on Prolog Ground Terms. | Andrea Passerini, Paolo Frasconi |
| 2002 | ECAI | From Margins to Probabilities in Multiclass Learning Problems. | Andrea Passerini, Massimiliano Pontil, Paolo Frasconi |