Luciano Serafini

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 96

Top Venues

Publications

Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini
Simple and Effective Transfer Learning for Neuro-Symbolic Integration. CoRR (2024)
Leonardo Lamanna, Luciano Serafini
Action Model Learning from Noisy Traces: a Probabilistic Approach. ICAPS (2024)
Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini
Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer. ECIR (3) (2024)
Davide Bizzaro, Luciano Serafini, Sagar Malhotra
Towards Counting Markov Equivalence Classes with Logical Constraints. CoRR (2024)
Leonardo Lamanna, Luciano Serafini, Mohamadreza Faridghasemnia, Alessandro Saffiotti, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso
Planning for Learning Object Properties. CoRR (2023)
Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini
Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions. NeSy (2023)
Enrico Cancelli, Tommaso Campari, Luciano Serafini, Angel X. Chang, Lamberto Ballan
Exploiting Proximity-Aware Tasks for Embodied Social Navigation. ICCV (2023)
Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini
Mitigating Data Sparsity via Neuro-Symbolic Knowledge Transfer. KaRS@RecSys (2023)
Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini
Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions. IJCAI (2023)
Samy Badreddine, Luciano Serafini, Michael Spranger
logLTN: Differentiable Fuzzy Logic in the Logarithm Space. CoRR (2023)
Leonardo Lamanna, Luciano Serafini, Mohamadreza Faridghasemnia, Alessandro Saffiotti, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso
Planning for Learning Object Properties. AAAI (2023)
Loris Bozzato, Luciano Serafini
Ontology-Mediated Data Migration: Deriving Migration Rules by Reasoning on Schema Descriptions. SAC (2023)
Davide Rigoni, Luca Parolari, Luciano Serafini, Alessandro Sperduti, Lamberto Ballan
Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement. CoRR (2023)
Samy Badreddine, Gianluca Apriceno, Andrea Passerini, Luciano Serafini
Interval Logic Tensor Networks. CoRR (2023)
Sagar Malhotra, Luciano Serafini
Weighted First Order Model Counting with Directed Acyclic Graph Axioms. CoRR (2023)
Davide Rigoni, Luca Parolari, Luciano Serafini, Alessandro Sperduti, Lamberto Ballan
Weakly-Supervised Visual-Textual Grounding with Semantic Prior Refinement. BMVC (2023)
Eleonora Grilli, Alessandro Daniele, Maarten Bassier, Fabio Remondino, Luciano Serafini
Knowledge Enhanced Neural Networks for Point Cloud Semantic Segmentation. Remote. Sens. 15 (10) (2023)
Sagar Malhotra, Davide Bizzaro, Luciano Serafini
Lifted Inference beyond First-Order Logic. CoRR (2023)
Leonardo Lamanna, Mohamadreza Faridghasemnia, Alfonso Gerevini, Alessandro Saetti, Alessandro Saffiotti, Luciano Serafini, Paolo Traverso
Learning to Act for Perceiving in Partially Unknown Environments. IJCAI (2023)
Alessandro Daniele, Emile van Krieken, Luciano Serafini, Frank van Harmelen
Refining neural network predictions using background knowledge. Mach. Learn. 112 (9) (2023)
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, Michael Spranger
Logic Tensor Networks. Artif. Intell. 303 (2022)
Enrico Cancelli, Tommaso Campari, Luciano Serafini, Angel X. Chang, Lamberto Ballan
Exploiting Socially-Aware Tasks for Embodied Social Navigation. CoRR (2022)
Tommaso Campari, Leonardo Lamanna, Paolo Traverso, Luciano Serafini, Lamberto Ballan
Online Learning of Reusable Abstract Models for Object Goal Navigation. CoRR (2022)
Leonardo Lamanna, Luciano Serafini, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso
Online Grounding of Symbolic Planning Domains in Unknown Environments. KR (2022)
Alessandro Daniele, Tommaso Campari, Sagar Malhotra, Luciano Serafini
Deep Symbolic Learning: Discovering Symbols and Rules from Perceptions. CoRR (2022)
Gianluca Apriceno, Andrea Passerini, Luciano Serafini
A Neuro-Symbolic Approach for Real-World Event Recognition from Weak Supervision. TIME (2022)
Alessandro Daniele, Emile van Krieken, Luciano Serafini, Frank van Harmelen
Refining neural network predictions using background knowledge. CoRR (2022)
Davide Rigoni, Luciano Serafini, Alessandro Sperduti
A better loss for visual-textual grounding. SAC (2022)
Loris Bozzato, Thomas Eiter, Luciano Serafini
Reasoning on with Defeasibility in ASP. Theory Pract. Log. Program. 22 (2) (2022)
Sagar Malhotra, Luciano Serafini
On Projectivity in Markov Logic Networks. ECML/PKDD (5) (2022)
Alessandro Daniele, Luciano Serafini
Knowledge Enhanced Neural Networks for relational domains. CoRR (2022)
Tommaso Campari, Leonardo Lamanna, Paolo Traverso, Luciano Serafini, Lamberto Ballan
Online Learning of Reusable Abstract Models for Object Goal Navigation. CVPR (2022)
Luciano Serafini
Multi Context Model Counting. TEXT2KG/MK@ESWC (2022)
Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini
Logic Tensor Networks for Top-N Recommendation. AI*IA (2022)
Sagar Malhotra, Luciano Serafini
On Projectivity in Markov Logic Networks. CoRR (2022)
Tommaso Carraro, Alessandro Daniele, Fabio Aiolli, Luciano Serafini
Logic Tensor Networks for Top-N Recommendation. NeSy (2022)
Sagar Malhotra, Luciano Serafini
Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula. AAAI (2022)
Alessandro Daniele, Luciano Serafini
Knowledge Enhanced Neural Networks for Relational Domains. AI*IA (2022)
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
Aligning and linking entity mentions in image, text, and knowledge base. Data Knowl. Eng. 138 (2022)
Gianluca Apriceno, Andrea Passerini, Luciano Serafini
A Neuro-Symbolic Approach to Structured Event Recognition. TIME (2021)
Christoph G. Schuetz, Loris Bozzato, Bernd Neumayr, Michael Schrefl, Luciano Serafini
Knowledge Graph OLAP. Semantic Web 12 (4) (2021)
Leonardo Lamanna, Luciano Serafini, Alessandro Saetti, Alfonso Gerevini, Paolo Traverso
Online Grounding of PDDL Domains by Acting and Sensing in Unknown Environments. CoRR (2021)
Sagar Malhotra, Luciano Serafini
A Combinatorial Approach to Weighted Model Counting in the Two-Variable Fragment with Cardinality Constraints. AI*IA (2021)
Davide Rigoni, Luciano Serafini, Alessandro Sperduti
A Better Loss for Visual-Textual Grounding. CoRR (2021)
Loris Bozzato, Thomas Eiter, Luciano Serafini
with Defeasibility in ASP. CoRR (2021)
Luciano Serafini
Learning and Reasoning with Logic Tensor Networks: The Framework and an Application (Abstract of Invited Talk). DAO-XAI (2021)
Chiara Ghidini, Marco Rospocher, Luciano Serafini
A formalisation of BPMN in Description Logics. CoRR (2021)
Leonardo Lamanna, Alfonso Emilio Gerevini, Alessandro Saetti, Luciano Serafini, Paolo Traverso
On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State Spaces. AAAI (2021)
Sagar Malhotra, Luciano Serafini
Weighted Model Counting in FO2 with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula. CoRR (2021)
Leonardo Lamanna, Alessandro Saetti, Luciano Serafini, Alfonso Gerevini, Paolo Traverso
Online Learning of Action Models for PDDL Planning. IJCAI (2021)
Luciano Serafini
Learning and Reasoning with Logic Tensor Networks: the Framework and an Application. Description Logics (2021)
Luciano Serafini, Raul Barbosa, Jasmin Grosinger, Luca Iocchi, Christian Napoli, Salvatore Rinzivillo, Jacques Robin, Alessandro Saffiotti, Teresa Scantamburlo, Peter Schüller, Paolo Traverso, Javier Vázquez-Salceda
On some Foundational Aspects of Human-Centered Artificial Intelligence. CoRR (2021)
Samy Badreddine, Artur d'Avila Garcez, Luciano Serafini, Michael Spranger
Logic Tensor Networks. CoRR (2020)
Tommaso Campari, Paolo Eccher, Luciano Serafini, Lamberto Ballan
Exploiting Scene-Specific Features for Object Goal Navigation. ECCV Workshops (4) (2020)
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
On Visual-Textual-Knowledge Entity Linking. ICSC (2020)
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
Jointly Linking Visual and Textual Entity Mentions with Background Knowledge. NLDB (2020)
Sagar Malhotra, Luciano Serafini
with Cardinality Constraints and Counting Quantifiers: A Closed Form Formula. CoRR (2020)
Loris Bozzato, Luciano Serafini, Thomas Eiter
Reasoning with Justifiable Exceptions in Contextual Hierarchies. ECAI (2020)
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
VTKEL: a resource for visual-textual-knowledge entity linking. SAC (2020)
Alessandro Daniele, Luciano Serafini
Neural Networks Enhancement through Prior Logical Knowledge. CoRR (2020)
Tommaso Campari, Paolo Eccher, Luciano Serafini, Lamberto Ballan
Exploiting Scene-specific Features for Object Goal Navigation. CoRR (2020)
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
VT-LINKER: Visual-Textual-Knowledge Entity Linker. ECAI (2020)
Federico Bianchi, Matteo Palmonari, Pascal Hitzler, Luciano Serafini
Complementing Logical Reasoning with Sub-symbolic Commonsense. RuleML+RR (2019)
Artur S. d'Avila Garcez, Marco Gori, Luís C. Lamb, Luciano Serafini, Michael Spranger, Son N. Tran
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning. CoRR (2019)
Abdullah Khan, Luciano Serafini, Loris Bozzato, Beatrice Lazzerini
Event Detection from Video Using Answer Set Programing. CILC (2019)
Ivan Donadello, Luciano Serafini
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation. CoRR (2019)
Loris Bozzato, Thomas Eiter, Luciano Serafini
A Datalog Translation for Reasoning on DL-Lite_R with Defeasibility. Description Logics (2019)
Luciano Serafini, Paolo Traverso
Incremental Learning of Discrete Planning Domains from Continuous Perceptions. CoRR (2019)
Loris Bozzato, Thomas Eiter, Luciano Serafini
Justifiable Exceptions in General Contextual Hierarchies. CONTEXT (2019)
Artur S. d'Avila Garcez, Marco Gori, Luís C. Lamb, Luciano Serafini, Michael Spranger, Son N. Tran
Neural-symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning. FLAP 6 (4) (2019)
Ivan Donadello, Luciano Serafini
Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation. IJCNN (2019)
Loris Bozzato, Thomas Eiter, Luciano Serafini
with Defeasibility. CoRR (2019)
Loris Bozzato, Thomas Eiter, Luciano Serafini
ℒ_\bot Contextualized Knowledge Repositories. Description Logic, Theory Combination, and All That (2019)
Luciano Serafini, Paolo Traverso
Learning Abstract Planning Domains and Mappings to Real World Perceptions. AI*IA (2019)
Loris Bozzato, Thomas Eiter, Luciano Serafini
Reasoning on \textitDL-Lite_ℛ with Defeasibility in ASP. RuleML+RR (2019)
Abdullah Khan, Loris Bozzato, Luciano Serafini, Beatrice Lazzerini
Visual Reasoning on Complex Events in Soccer Videos Using Answer Set Programming. GCAI (2019)
Alessandro Daniele, Luciano Serafini
Knowledge Enhanced Neural Networks. PRICAI (1) (2019)
Loris Bozzato, Luciano Serafini, Thomas Eiter
Reasoning with Justifiable Exceptions in Contextual Hierarchies. KR (2018)
Luciano Serafini, Paolo Traverso
Learning abstract planning domains and mappings to real world perceptions. CoRR (2018)
Loris Bozzato, Luciano Serafini, Thomas Eiter
Reasoning with Justifiable Exceptions in Contextual Hierarchies (Appendix). CoRR (2018)
Radim Nedbal, Luciano Serafini
Bayesian Markov Logic Networks - Bayesian Inference for Statistical Relational Learning. AI*IA (2018)
Loris Bozzato, Thomas Eiter, Luciano Serafini
Enhancing context knowledge repositories with justifiable exceptions. Artif. Intell. 257 (2018)
Loris Bozzato, Thomas Eiter, Luciano Serafini
Enhancing Context Knowledge Repositories with Justifiable Exceptions (Extended Abstract). IJCAI (2018)
Chiara Ghidini, Luciano Serafini
Distributed First Order Logic. Artif. Intell. 253 (2017)
Ivan Donadello, Luciano Serafini, Artur S. d'Avila Garcez
Logic Tensor Networks for Semantic Image Interpretation. IJCAI (2017)
Luciano Serafini, Ivan Donadello, Artur S. d'Avila Garcez
Learning and reasoning in logic tensor networks: theory and application to semantic image interpretation. SAC (2017)
Ivan Donadello, Luciano Serafini, Artur S. d'Avila Garcez
Logic Tensor Networks for Semantic Image Interpretation. CoRR (2017)
Loris Bozzato, Luciano Serafini, Gaetano Calabrese
CKR: Live Demo: Using Contexts and Exceptions for Representing Evolving Knowledge States. Description Logics (2017)
Loris Bozzato, Luciano Serafini, Gaetano Calabrese
CKR: Live Demo: Representing an Evolving Scenario by Contexts and Exceptions. ISWC (Posters, Demos & Industry Tracks) (2017)
Stefano Borgo, Loris Bozzato, Alessio Palmero Aprosio, Marco Rospocher, Luciano Serafini
Towards integration of ontology and text-extracted data for event coreference reasoning. SAC (2017)
Mathew Joseph, Gabriel M. Kuper, Till Mossakowski, Luciano Serafini
Query answering over contextualized RDF/OWL knowledge with forall-existential bridge rules: Decidable finite extension classes. Semantic Web 7 (1) (2016)
Stefano Borgo, Loris Bozzato, Alessio Palmero Aprosio, Marco Rospocher, Luciano Serafini
On Coreferring Text-extracted Event Descriptions with the aid of Ontological Reasoning. CoRR (2016)
Luciano Serafini, Artur S. d'Avila Garcez
Learning and Reasoning with Logic Tensor Networks. AI*IA (2016)
Luciano Serafini, Artur S. d'Avila Garcez
Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge. CoRR (2016)
Ivan Donadello, Luciano Serafini
Integration of numeric and symbolic information for semantic image interpretation. Intelligenza Artificiale 10 (1) (2016)
Luciano Serafini, Artur S. d'Avila Garcez
Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge. NeSy@HLAI (2016)
Leo Wanner, Harald Bosch, Nadjet Bouayad-Agha, Gerard Casamayor, Thomas Ertl, Désirée Hilbring, Lasse Johansson, Kostas D. Karatzas, Ari Karppinen, Ioannis Kompatsiaris, Tarja Koskentalo, Simon Mille, Jürgen Moßgraber, Anastasia Moumtzidou, Maria Myllynen, Emanuele Pianta, Marco Rospocher, Luciano Serafini, Virpi Tarvainen, Sara Tonelli, Stefanos Vrochidis
Getting the environmental information across: from the Web to the user. Expert Syst. J. Knowl. Eng. 32 (3) (2015)
Francesco Corcoglioniti, Marco Rospocher, Roldano Cattoni, Bernardo Magnini, Luciano Serafini
The KnowledgeStore: A Storage Framework for Interlinking Unstructured and Structured Knowledge. Int. J. Semantic Web Inf. Syst. 11 (2) (2015)
Mathew Joseph, Gabriel M. Kuper, Till Mossakowski, Luciano Serafini
Query Answering over Contextualized RDF/OWL Knowledge with Forall-Existential Bridge Rules: Decidable Finite Extension Classes (Post Print). CoRR (2015)
Daniil Mirylenka, Andrea Passerini, Luciano Serafini
Bootstrapping Domain Ontologies from Wikipedia: A Uniform Approach. IJCAI (2015)

Luciano Serafini.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Luciano Serafini