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Félix Lefebvre

  • Joined May 2024

Names

Félix Lefebvre (Preferred)
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Emails

****@inria.fr (Confirmed)
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Personal Links

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Career & Education History

PhD student
INRIA (inria.fr)
2023 – 2025
 
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Advisors, Relations & Conflicts

PhD Advisor
Gael Varoquaux
2023 – 2025
 
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Expertise

No areas of expertise listed

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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

  • Aimee Coelho
  • Alexandre Perez-Lebel
  • Gael Varoquaux
  • Gaël Varoquaux
  • Gaëtan Brison
  • Myung Jun Kim
  • Paolo Papotti
  • Riccardo Cappuzzo
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