Félix Lefebvre

PhD student, INRIA

Joined

May 2024

Names

Félix Lefebvre (Preferred)

Emails

****@inria.fr (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

INRIA (inria.fr)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2026

Expertise

No areas of expertise listed

Publications

Knowledge-Rich Embeddings for Tabular Learning
Félix Lefebvre, Myung Jun Kim, Gaël Varoquaux
- AITD@EurIPS 2025 Poster
- Readers: Everyone
Tabular Learning with Background Information: LLMs, Knowledge Graphs, or Both?
Félix Lefebvre, Myung Jun Kim, Gaël Varoquaux
- Submitted to ICLR 2026
- Readers: Everyone
Table Foundation Models: on knowledge pre-training for tabular learning
Myung Jun Kim, Félix Lefebvre, Gaëtan Brison, Alexandre Perez-Lebel, Gaël Varoquaux
- Accepted by TMLR
- Readers: Everyone
Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning
Félix Lefebvre, Gaël Varoquaux
- NeurIPS 2025 poster
- Readers: Everyone
Retrieve, Merge, Predict: Augmenting Tables with Data Lakes
Riccardo Cappuzzo, Aimee Coelho, Félix Lefebvre, Paolo Papotti, Gaël Varoquaux
- Accepted by TMLR
- Readers: Everyone
SEPAL: Scalable Feature Learning on Huge Knowledge Graphs
Félix Lefebvre, Gael Varoquaux
- Submitted to ICLR 2025
- Readers: Everyone

Co-Authors