publications

Selected publications

2025

  1. sepal.png
    Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning
    Félix Lefebvre and Gaël Varoquaux
    Advances in Neural Information Processing Systems, 2025
    PDF Code
  2. tarte_full.png
    Table Foundation Models: on knowledge pre-training for tabular learning
    Myung Jun Kim, Félix Lefebvre, Gaëtan Brison, and 2 more authors
    TMLR, 2025
    PDF Code
  3. yadl.png
    Retrieve, merge, predict: Augmenting tables with data lakes
    Riccardo Cappuzzo, Aimee Coelho, Félix Lefebvre, and 2 more authors
    TMLR, 2025
    PDF Code

  1. tabback.png
    Knowledge-Rich Embeddings for Tabular Learning
    Félix Lefebvre, Myung Jun Kim, and Gaël Varoquaux
    In EurIPS 2025 Workshop: AI for Tabular Data, 2025
    PDF