Thomas Bonald 
I am a Professor at Telecom
Paris, Institut
Polytechnique de Paris, head of the DIG (Data, Intelligence and
Graphs) team of LTCI.
I work on data analysis and machine learning, especially on graphs,
knowledge bases and natural language processing.
A new version of the YAGO knowledge base is available!
Publications
Available on HaL
Some recent papers:
- R. El Hamdani, T. Bonald, F. Malliaros, N. Holzenberger, F. Suchanek,
The Factuality of Large Language Models in the Legal Domain, CIKM 2024
- Y. Peng, T. Bonald, M. Alam,
Refining Wikidata Taxonomy using Large Language Models, CIKM 2024
- S. Delarue, T. Bonald, T. Viard, Link Prediction without Learning, ECAI 2024
- F. Suchanek, M. Alam, T. Bonald, P-H. Paris, J. Soria,
Integrating the Wikidata Taxonomy into YAGO, SIGIR 2024
- S. Delarue, T. Bonald,
Sparse Graph Neural Networks with Scikit-network, Complex Networks 2023
- T. Bonald, N. de Lara, A Consistent Diffusion-Based Algorithm for Semi-Supervised Graph Learning, Complex Networks 2023
-
A. Boschin, T. Bonald, Enriching Wikidata with Semantified Wikipedia Hyperlinks, Wikidata Workshop, ISWC 2021
-
T. Bonald, N. de Lara, Q. Lutz, B. Charpentier, Scikit-network: Graph Analysis in Python, JMLR 2020
Software
We develop and maintain
scikit-network, an open-source Python package for large-scale graph analysis.
We also maintain torch-kge, an open-source Python package for
knowledge graph embedding.
Datasets
YAGO is a large knowledge base with general information about people, cities, countries, movies, organizations and more.
The NetSet collection contains graphs from different domains (Wikipedia, politics, cinema, games, etc.)
Here is the list of the 10,000 vital articles of
Wikipedia, with their respective categories.
Teaching
- Probability
- Statistics
- Graph learning
- Reinforcement learning
- Machine learning in high dimension
Some lecture notes:
PhD students
- Roman Plaud
- Yiwen Peng
- Simon Delarue
- Rajaa El Hamdani
Former PhD students
- Armand Boschin
- Léo Laugier
- Quentin Lutz
- Edouard Pineau
- Nathan De Lara
- Mauro Sardara
- Céline Comte
[Telecom Paris award]
- Alexandre Hollocou
- Yu-Ting Lin
- Leonce Mekinda
- Nivine Abbas
- Nihel Benzaoui
- Ahlem Khlass
- Antonino Famulari
- Raluca-Maria Indre
- Mathieu Feuillet [Gilles Kahn award]
- Ali Ibrahim
- Minh-Anh Tran
- Matthieu Jonckheere
Former Master interns
- Denys Lazarenko
- Bertrand Charpentier
- Achille Salaun
- Michel Blancard
- Guillaume Barraquand
- Emmmanuel Charon
Contact
Thomas Bonald
Télécom Paris
19 place Marguerite Perey
91120 Palaiseau
France
