New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (EKAW, 2022)

New Ontology and Knowledge Graph for University Curriculum Recommendation. - Nicolas Hubert; Armelle Brun; Davy Monticolo (ISWC (Posters/Demos/Industry), 2022)

Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (DL4KG@ISWC, 2022)

Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. - Nicolas Hubert; Heiko Paulheim; Pierre Monnin; Armelle Brun; Davy Monticolo (K-CAP, 2023)

Sem@K: Is my knowledge graph embedding model semantic-aware? - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (CoRR, 2023)

Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions. - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (CoRR, 2023)

PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. - Nicolas Hubert; Pierre Monnin; Mathieu d'Aquin; Armelle Brun; Davy Monticolo (CoRR, 2023)

Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. - Nicolas Hubert; Pierre Monnin; Heiko Paulheim (CoRR, 2023)

Sem@K: Is my knowledge graph embedding model semantic-aware? - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (Semantic Web, 2023)

Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction. - Nicolas Hubert; Pierre Monnin; Armelle Brun; Davy Monticolo (ESWC (1), 2024)

PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips. - Nicolas Hubert; Pierre Monnin; Mathieu d'Aquin; Davy Monticolo; Armelle Brun (ESWC (2), 2024)

Do Similar Entities Have Similar Embeddings? - Nicolas Hubert; Heiko Paulheim; Armelle Brun; Davy Monticolo (ESWC (1), 2024)

From semantic-aware to semantic-enhanced knowledge graph embedding models for link prediction. (Mesure et enrichissement sémantiques des modèles à base d'embeddings pour la prédiction de liens dans les graphes de connaissances). - Nicolas Hubert (2024)

Mesure et enrichissement sémantiques des modèles à base d'embeddings pour la prédiction de lie. - Nicolas Hubert (EGC, 2025)