| 2026 | ICAART | Online Learning of Object-Centric Symbolic Models in Partially Observable Environments. | Leonardo Lamanna, Luciano Serafini, Alessandro Saffiotti, Paolo Traverso |
| 2026 | ICPR | Discrete World Models via Regularization. | Davide Bizzaro, Luciano Serafini |
| 2025 | CVPR | TANGO: Training-free Embodied AI Agents for Open-world Tasks. | Filippo Ziliotto, Tommaso Campari, Luciano Serafini, Lamberto Ballan |
| 2025 | ESANN | D4: Distance Diffusion for a Truly Equivariant Molecular Design. | Samuel Cognolato, Davide Rigoni, Marco Ballarini, Luciano Serafini, Stefano Moro, Alessandro Sperduti |
| 2024 | ECAI | IFH: A Diffusion Framework for Flexible Design of Graph Generative Models. | Samuel Cognolato, Alessandro Sperduti, Luciano Serafini |
| 2024 | ECIR | Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer. | Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini |
| 2024 | ICAPS | Action Model Learning from Noisy Traces: a Probabilistic Approach. | Leonardo Lamanna, Luciano Serafini |
| 2024 | NeSy | Simple and Effective Transfer Learning for Neuro-Symbolic Integration. | Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini |
| 2023 | AAAI | Planning for Learning Object Properties. | Leonardo Lamanna, Luciano Serafini, Mohamadreza Faridghasemnia, Alessandro Saffiotti, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso |
| 2023 | BMVC | Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement. | Davide Rigoni, Luca Parolari, Luciano Serafini, Alessandro Sperduti, Lamberto Ballan |
| 2023 | ICCV | Exploiting Proximity-Aware Tasks for Embodied Social Navigation. | Enrico Cancelli, Tommaso Campari, Luciano Serafini, Angel X. Chang, Lamberto Ballan |
| 2023 | IJCAI | Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions. | Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini |
| 2023 | IJCAI | Learning to Act for Perceiving in Partially Unknown Environments. | Leonardo Lamanna, Mohamadreza Faridghasemnia, Alfonso Gerevini, Alessandro Saetti, Alessandro Saffiotti, Luciano Serafini, Paolo Traverso |
| 2023 | NeSy | Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions. | Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini |
| 2023 | SAC | Ontology-Mediated Data Migration: Deriving Migration Rules by Reasoning on Schema Descriptions. | Loris Bozzato, Luciano Serafini |
| 2022 | AAAI | Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula. | Sagar Malhotra, Luciano Serafini |
| 2022 | CVPR | Online Learning of Reusable Abstract Models for Object Goal Navigation. | Tommaso Campari, Leonardo Lamanna, Paolo Traverso, Luciano Serafini, Lamberto Ballan |
| 2022 | KR | Online Grounding of Symbolic Planning Domains in Unknown Environments. | Leonardo Lamanna, Luciano Serafini, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso |
| 2022 | NeSy | Logic Tensor Networks for Top-N Recommendation. | Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini |
| 2022 | SAC | A better loss for visual-textual grounding. | Davide Rigoni, Luciano Serafini, Alessandro Sperduti |
| 2022 | TIME | A Neuro-Symbolic Approach for Real-World Event Recognition from Weak Supervision. | Gianluca Apriceno, Andrea Passerini, Luciano Serafini |
| 2021 | AAAI | On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State Spaces. | Leonardo Lamanna, Alfonso Emilio Gerevini, Alessandro Saetti, Luciano Serafini, Paolo Traverso |
| 2021 | ICANN | Learning and Reasoning with Logic Tensor Networks: The Framework and an Application (Abstract of Invited Talk). | Luciano Serafini |
| 2021 | IJCAI | Online Learning of Action Models for PDDL Planning. | Leonardo Lamanna, Alessandro Saetti, Luciano Serafini, Alfonso Gerevini, Paolo Traverso |
| 2021 | TIME | A Neuro-Symbolic Approach to Structured Event Recognition. | Gianluca Apriceno, Andrea Passerini, Luciano Serafini |
| 2020 | ECAI | Reasoning with Justifiable Exceptions in Contextual Hierarchies. | Loris Bozzato, Luciano Serafini, Thomas Eiter |
| 2020 | ECAI | VT-LINKER: Visual-Textual-Knowledge Entity Linker. | Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti |
| 2020 | ECCV | Exploiting Scene-Specific Features for Object Goal Navigation. | Tommaso Campari, Paolo Eccher, Luciano Serafini, Lamberto Ballan |
| 2020 | NLDB | Jointly Linking Visual and Textual Entity Mentions with Background Knowledge. | Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti |
| 2020 | SAC | VTKEL: a resource for visual-textual-knowledge entity linking. | Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti |
| 2019 | IJCNN | Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation. | Ivan Donadello, Luciano Serafini |
| 2019 | PRICAI | Knowledge Enhanced Neural Networks. | Alessandro Daniele, Luciano Serafini |
| 2018 | IJCAI | Enhancing Context Knowledge Repositories with Justifiable Exceptions (Extended Abstract). | Loris Bozzato, Thomas Eiter, Luciano Serafini |
| 2018 | KR | Reasoning with Justifiable Exceptions in Contextual Hierarchies. | Loris Bozzato, Luciano Serafini, Thomas Eiter |
| 2017 | IJCAI | Logic Tensor Networks for Semantic Image Interpretation. | Ivan Donadello, Luciano Serafini, Artur S. d'Avila Garcez |
| 2017 | SAC | Towards integration of ontology and text-extracted data for event coreference reasoning. | Stefano Borgo, Loris Bozzato, Alessio Palmero Aprosio, Marco Rospocher, Luciano Serafini |
| 2017 | SAC | Learning and reasoning in logic tensor networks: theory and application to semantic image interpretation. | Luciano Serafini, Ivan Donadello, Artur S. d'Avila Garcez |
| 2016 | NeSy | Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge. | Luciano Serafini, Artur S. d'Avila Garcez |
| 2015 | IJCAI | Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach. | Daniil Mirylenka, Andrea Passerini, Luciano Serafini |
| 2014 | CBMS | The Medical Cyber-physical Systems Activity at EIT: A Look under the Hood. | Daniel Sonntag, Sonja Zillner, Samarjit Chakraborty, Andrs Lrincz, Esko Strmmer, Luciano Serafini |
| 2014 | ECAI | Combining Reasoning on Semantic Web Metadata. | Loris Bozzato, Luciano Serafini |
| 2014 | ECCV | Mixing Low-Level and Semantic Features for Image Interpretation - A Framework and a Simple Case Study. | Ivan Donadello, Luciano Serafini |
| 2014 | EKAW | Knowledge Propagation in Contextualized Knowledge Repositories: An Experimental Evaluation - (Extended Paper). | Loris Bozzato, Luciano Serafini |
| 2014 | EKAW | Integrating Unstructured and Structured Knowledge with the KnowledgeStore. | Marco Rospocher, Francesco Corcoglioniti, Roldano Cattoni, Bernardo Magnini, Luciano Serafini |
| 2014 | EKAW | On the Collaborative Development of Application Ontologies: A Practical Case Study with a SME. | Marco Rospocher, Elena Cardillo, Ivan Donadello, Luciano Serafini |
| 2014 | FOIS | An ontology for the Business Process Modelling Notation. | Marco Rospocher, Chiara Ghidini, Luciano Serafini |
| 2014 | LREC | NewsReader: recording history from daily news streams. | Piek Vossen, German Rigau, Luciano Serafini, Pim Stouten, Francis Irving, Willem Robert van Hage |
| 2013 | MUM | Semantic enrichment of mobile phone data records. | Zolzaya Dashdorj, Luciano Serafini, Fabrizio Antonelli, Roberto Larcher |
| 2013 | NAACL | GAF: A Grounded Annotation Framework for Events. | Antske Fokkens, Marieke van Erp, Piek Vossen, Sara Tonelli, Willem Robert van Hage, Luciano Serafini, Rachele Sprugnoli, Jesper Hoeksema |
| 2012 | EKAW | Semantic Knowledge Discovery from Heterogeneous Data Sources. | Claudia d'Amato, Volha Bryl, Luciano Serafini |
| 2012 | EKAW | Key-Concept Extraction for Ontology Engineering. | Marco Rospocher, Sara Tonelli, Luciano Serafini, Emanuele Pianta |
| 2012 | EKAW | Investigating the Semantics of Frame Elements. | Sara Tonelli, Volha Bryl, Claudio Giuliano, Luciano Serafini |
| 2012 | LREC | The KnowledgeStore: an Entity-Based Storage System. | Roldano Cattoni, Francesco Corcoglioniti, Christian Girardi, Bernardo Magnini, Luciano Serafini, Roberto Zanoli |
| 2012 | NLDB | From Ontology to NL: Generation of Multilingual User-Oriented Environmental Reports. | Nadjet Bouayad-Agha, Gerard Casamayor, Simon Mille, Marco Rospocher, Horacio Saggion, Luciano Serafini, Leo Wanner |
| 2012 | SAC | A novel Framenet-based resource for the semantic web. | Volha Bryl, Sara Tonelli, Claudio Giuliano, Luciano Serafini |
| 2010 | ECAI | Using Background Knowledge to Support Coreference Resolution. | Volha Bryl, Claudio Giuliano, Luciano Serafini, Kateryna Tymoshenko |
| 2010 | EKAW | MoKi: a Wiki-based Conceptual Modeling Tool. | Chiara Ghidini, Marco Rospocher, Luciano Serafini |
| 2010 | EKAW | Modeling Contextualized Knowledge. | Martin Homola, Andrei Tamilin, Luciano Serafini |
| 2010 | EKAW | Automatic Support for Formative Ontology Evaluation. | Viktoria Pammer, Stefanie N. Lindstaedt, Chiara Ghidini, Marco Rospocher, Luciano Serafini |
| 2009 | AIME | A Hybrid Methodology for Consumer-Oriented Healthcare Knowledge Acquisition. | Elena Cardillo, Luciano Serafini, Andrei Tamilin |
| 2009 | BPM | Collaborative Specification of Semantically Annotated Business Processes. | Marco Rospocher, Chiara Di Francescomarino, Chiara Ghidini, Luciano Serafini, Paolo Tonella |
| 2009 | IC3K | A Hybrid Methodology for Consumer-oriented Healthcare Knowledge Acquisition. | Elena Cardillo, Andrei Tamilin, Luciano Serafini |
| 2009 | IC3K | A Methodology for Knowledge Acquisition in Consumer-Oriented Healthcare. | Elena Cardillo, Andrei Tamilin, Luciano Serafini |
| 2008 | AIMSA | Logical Analysis of Mappings between Medical Classification Systems. | Elena Cardillo, Claudio Eccher, Luciano Serafini, Andrei Tamilin |
| 2008 | AIMSA | Mapping Properties of Heterogeneous Ontologies. | Chiara Ghidini, Luciano Serafini |
| 2008 | FOIS | Complexity of Reasoning With Expressive Ontology Mappings. | Chiara Ghidini, Luciano Serafini, Sergio Tessaris |
| 2008 | ICSOC | Reasoning on Semantically Annotated Processes. | Chiara Di Francescomarino, Chiara Ghidini, Marco Rospocher, Luciano Serafini, Paolo Tonella |
| 2007 | IJCAI | Contextual Default Reasoning. | Gerhard Brewka, Floris Roelofsen, Luciano Serafini |
| 2007 | JURIX | A Modular Framework for Ontology-based Representation of Patent Information. | Mark Giereth, Steffen Koch, Yiannis Kompatsiaris, Symeon Papadopoulos, Emanuele Pianta, Luciano Serafini, Leo Wanner |
| 2006 | AAAI | Model-Checking Memory Requirements of Resource-Bounded Reasoners. | Alexandre Albore, Natasha Alechina, Piergiorgio Bertoli, Chiara Ghidini, Brian Logan, Luciano Serafini |
| 2006 | LREC | The role of lexical resources in matching classification schemas. | Paolo Bouquet, Luciano Serafini, Stefano Zanobini |
| 2006 | WWW | Bootstrapping semantics on the web: meaning elicitation from schemas. | Paolo Bouquet, Luciano Serafini, Stefano Zanobini, Simone Sceffer |
| 2005 | IJCAI | Minimal and Absent Information in Contexts. | Floris Roelofsen, Luciano Serafini |
| 2005 | IJCAI | Aspects of Distributed and Modular Ontology Reasoning. | Luciano Serafini, Alexander Borgida, Andrei Tamilin |
| 2005 | IJCAI | A Formal Investigation of Mapping Language for Terminological Knowledge. | Luciano Serafini, Heiner Stuckenschmidt, Holger Wache |
| 2004 | AAAI | Complexity of Contextual Reasoning. | Floris Roelofsen, Luciano Serafini |
| 2004 | AIMSA | Coordinating Semantic Peers. | Paolo Bouquet, Luciano Serafini, Stefano Zanobini |
| 2004 | ECAI | Many Hands Make Light Work: Localized Satisfiability for Multi-Context Systems. | Floris Roelofsen, Luciano Serafini, Alessandro Cimatti |
| 2004 | KR | Satisfiability for Propositional Contexts. | Luciano Serafini, Floris Roelofsen |
| 2002 | AISC | Multicontext Logic for Semigroups of Contexts. | Rolf Nossum, Luciano Serafini |
| 2002 | CCGRID | Towards an Economy-Based Optimisation of File Access and Replication on a Data Grid. | Mark James Carman, Floriano Zini, Luciano Serafini, Kurt Stockinger |
| 2002 | CoopIS | Distributed Description Logics: Directed Domain Correspondences in Federated Information Sources. | Alexander Borgida, Luciano Serafini |
| 2002 | KR | Updating Contexts. | Antonia Don, Luciano Serafini |
| 2001 | CoopIS | Extending Multi-agent Cooperation by Overhearing. | Paolo Busetta, Luciano Serafini, Dhirendra Singh, Floriano Zini |
| 1998 | AIMSA | Model Theoretic Semantics for Information Integration. | Chiara Ghidini, Luciano Serafini |
| 1993 | IJCAI | Non-Omniscient Belief as Context-Based Resoning. | Fausto Giunchiglia, Luciano Serafini, Enrico Giunchiglia, Marcello Frixione |