| 2025 | COLING | Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation. | Thamer Mecharnia, Mathieu d'Aquin |
| 2023 | FOIS | TaBIIC: Taxonomy Building Through Iterative and Interactive Clustering. | Mathieu d'Aquin |
| 2023 | HCI | Introducing CALMED: Multimodal Annotated Dataset for Emotion Detection in Children with Autism. | Annanda Sousa, Karen Young, Mathieu d'Aquin, Manel Zarrouk, Jennifer Holloway |
| 2023 | ICCBR | Lazy Adaptation Knowledge Learning Based on Frequent Closed Itemsets. | Emmanuel Nauer, Jean Lieber, Mathieu d'Aquin |
| 2022 | ICCBR | A Factorial Study of Neural Network Learning from Differences for Regression. | Mathieu d'Aquin, Emmanuel Nauer, Jean Lieber |
| 2021 | ACL | LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification. | Lucas Azevedo, Mathieu d'Aquin, Brian Davis, Manel Zarrouk |
| 2020 | CIKM | Uncovering Semantic Bias in Neural Network Models Using a Knowledge Graph. | Andriy Nikolov, Mathieu d'Aquin |
| 2020 | IJCAI | Person-Independent Multimodal Emotion Detection for Children with High-Functioning Autism. | Annanda Sousa, Mathieu d'Aquin, Manel Zarrouk, Jennifer Holloway |
| 2020 | SIGMOD | Relaxing global-as-view in mediated data integration from linked data. | Alessandro Adamou, Mathieu d'Aquin |
| 2019 | EDM | Towards the Prediction of Semantic Complexity Based on Concept Graphs. | Rmi Venant, Mathieu d'Aquin |
| 2019 | LDK | SPARQL Query Recommendation by Example: Assessing the Impact of Structural Analysis on Star-Shaped Queries. | Alessandro Adamou, Carlo Allocca, Mathieu d'Aquin, Enrico Motta |
| 2018 | AIES | Towards an "Ethics by Design" Methodology for AI Research Projects. | Mathieu d'Aquin, Pinelopi Troullinou, Noel E. O'Connor, Aindrias Cullen, Grinne Faller, Louise Holden |
| 2018 | WWW | Challenges Track Chairs' Welcome. | Mathieu d'Aquin, Elena Cabrio |
| 2018 | WWW | AFEL - Analytics for Everyday Learning. | Mathieu d'Aquin, Dominik Kowald, Angela Fessl, Elisabeth Lex, Stefan Thalmann |
| 2018 | WWW | Re-coding Black Mirror Chairs' Welcome & Organization. | Pinelopi Troullinou, Mathieu d'Aquin, Ilaria Tiddi |
| 2017 | EDUCON | Unsupervised learning for understanding student achievement in a distance learning setting. | Shuangyan Liu, Mathieu d'Aquin |
| 2017 | LDK | Measuring Accuracy of Triples in Knowledge Graphs. | Shuangyan Liu, Mathieu d'Aquin, Enrico Motta |
| 2017 | WWW | Analysing and Improving Embedded Markup of Learning Resources on the Web. | Stefan Dietze, Davide Taibi, Ran Yu, Phil Barker, Mathieu d'Aquin |
| 2016 | EKAW | An Incremental Learning Method to Support the Annotation of Workflows with Data-to-Data Relations. | Enrico Daga, Mathieu d'Aquin, Aldo Gangemi, Enrico Motta |
| 2016 | EKAW | DKA-robo: Dynamically Updating Time-Invalid Knowledge Bases Using Robots. | Ilaria Tiddi, Emanuele Bastianelli, Enrico Daga, Mathieu d'Aquin |
| 2015 | LAK | The 3 | Hendrik Drachsler, Stefan Dietze, Eelco Herder, Mathieu d'Aquin, Davide Taibi, Maren Scheffel |
| 2015 | WWW | Using Linked Data Traversal to Label Academic Communities. | Ilaria Tiddi, Mathieu d'Aquin, Enrico Motta |
| 2014 | EKAW | Quantifying the Bias in Data Links. | Ilaria Tiddi, Mathieu d'Aquin, Enrico Motta |
| 2014 | EKAW | Using Neural Networks to Aggregate Linked Data Rules. | Ilaria Tiddi, Mathieu d'Aquin, Enrico Motta |
| 2014 | LAK | The learning analytics & knowledge (LAK) data challenge 2014. | Hendrik Drachsler, Stefan Dietze, Eelco Herder, Mathieu d'Aquin, Davide Taibi |
| 2013 | AMIA | Linked Data and Online Classifications to Organise Mined Patterns in Patient Data. | Nicolas Jay, Mathieu d'Aquin |
| 2013 | LAK | Interpreting data mining results with linked data for learning analytics: motivation, case study and directions. | Mathieu d'Aquin, Nicolas Jay |
| 2012 | EKAW | Realizing Networks of Proactive Smart Products. | Mathieu d'Aquin, Enrico Motta, Andriy Nikolov, Keerthi Thomas |
| 2012 | LAK | 1 | Hendrik Drachsler, Stefan Dietze, Wolfgang Greller, Mathieu d'Aquin, Jelena Jovanovic, Abelardo Pardo, Wolfgang Reinhardt, Katrien Verbert |
| 2011 | WWW | Identifying Relevant Sources for Data Linking using a Semantic Web Index. | Andriy Nikolov, Mathieu d'Aquin |
| 2010 | EKAW | How Much Semantic Data on Small Devices? | Mathieu d'Aquin, Andriy Nikolov, Enrico Motta |
| 2010 | EKAW | Extending Open Rating Systems for Ontology Ranking and Reuse. | Holger Lewen, Mathieu d'Aquin |
| 2010 | EKAW | Evaluation of an Ontology Summarization Approach. | Ning Li, Enrico Motta, Mathieu d'Aquin, Zdenek Zdrhal |
| 2010 | EKAW | Scaling Up Question-Answering to Linked Data. | Vanessa Lpez, Andriy Nikolov, Marta Sabou, Victoria S. Uren, Enrico Motta, Mathieu d'Aquin |
| 2010 | EKAW | Context in the Large: Contextual Issues when Dealing with Thousands of Ontologies. | Enrico Motta, Mathieu d'Aquin |
| 2010 | EKAW | KC-Viz: A Novel Approach to Visualizing and Navigating Ontologies. | Enrico Motta, Silvio Peroni, Ning Li, Mathieu d'Aquin |
| 2010 | EKAW | Using Ontological Contexts to Assess the Relevance of Statements in Ontology Evolution. | Fouad Zablith, Mathieu d'Aquin, Marta Sabou, Enrico Motta |
| 2009 | IC3K | DOOR - Towards a Formalization of Ontology Relations. | Carlo Allocca, Mathieu d'Aquin, Enrico Motta |
| 2009 | IC3K | Towards a Formalization of Ontology Relations in the Context of Ontology Repositories. | Carlo Allocca, Mathieu d'Aquin, Enrico Motta |
| 2009 | WWW | Large scale integration of senses for the semantic web. | Jorge Gracia, Mathieu d'Aquin, Eduardo Mena |
| 2007 | DEXA | Ontology Modularization for Knowledge Selection: Experiments and Evaluations. | Mathieu d'Aquin, Anne Schlicht, Heiner Stuckenschmidt, Marta Sabou |
| 2007 | IJCAI | Case Base Mining for Adaptation Knowledge Acquisition. | Mathieu d'Aquin, Fadi Badra, Sandrine Lafrogne, Jean Lieber, Amedeo Napoli, Laszlo Szathmary |
| 2006 | AIMSA | Case-Based Reasoning Within Semantic Web Technologies. | Mathieu d'Aquin, Jean Lieber, Amedeo Napoli |
| 2006 | ECAI | Knowledge Discovery from a Case Base. | Mathieu d'Aquin, Fadi Badra, Sandrine Lafrogne, Jean Lieber, Amedeo Napoli, Laszlo Szathmary |
| 2003 | AIME | Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support. | Jean Lieber, Mathieu d'Aquin, Pierre Bey, Amedeo Napoli, Maria Rios, Catherine Sauvagnac |