Nicolas Hubert

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Graph Embedding

Acquire Knowledge

Semantically Enriched

Link Prediction

Top Venues

Publications

Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Davy Monticolo, Armelle Brun
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips. ESWC (2) (2024)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction. ESWC (1) (2024)
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
Do Similar Entities Have Similar Embeddings? ESWC (1) (2024)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Mathieu d'Aquin, Armelle Brun, Davy Monticolo
PyGraft: Configurable Generation of Schemas and Knowledge Graphs at Your Fingertips. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Enhancing Knowledge Graph Embedding Models with Semantic-driven Loss Functions. CoRR (2023)
Nicolas Hubert, Heiko Paulheim, Armelle Brun, Davy Monticolo
Do Similar Entities have Similar Embeddings? CoRR (2023)
Nicolas Hubert, Pierre Monnin, Heiko Paulheim
Beyond Transduction: A Survey on Inductive, Few Shot, and Zero Shot Link Prediction in Knowledge Graphs. CoRR (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
: Is my knowledge graph embedding model semantic-aware? Semantic Web 14 (6) (2023)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Sem@K: Is my knowledge graph embedding model semantic-aware? CoRR (2023)
Nicolas Hubert, Heiko Paulheim, Pierre Monnin, Armelle Brun, Davy Monticolo
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE. K-CAP (2023)
Nicolas Hubert, Armelle Brun, Davy Monticolo
New Ontology and Knowledge Graph for University Curriculum Recommendation. ISWC (Posters/Demos/Industry) (2022)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! DL4KG@ISWC (2022)
Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo
New Strategies for Learning Knowledge Graph Embeddings: The Recommendation Case. EKAW (2022)