Charbel Kindji, PhD

Orange Innovation / INRIA - MALT Team. Campus de Beaulieu, 263 Av. Général Leclerc, 35042 Rennes

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Orange Labs

2 Avenue Pierre Marzin

22300, Lannion

I recently completed my PhD at the University of Rennes, where I worked on deep generative models with applications on tabular data. My research was conducted as a CIFRE between Orange Labs in Lannion and IRISA in Rennes, under the supervision of Elisa Fromont (IRISA), Tanguy Urvoy (Orange) and Lina Maria Rojas Barahona (Orange).

I obtained my master’s degree in Big Data Decision Making and Machine Learning (now named “DAta and Business Intelligence” - DABI) from the same university.

I completed an internship at INRIA (2020) in the DRUID team, where I worked on studying the evolution of science through large graph exploration and natural language processing. I was supervised by Mickaël Foursov and Zoltan Miklos.

selected publications

  1. AAAI
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    Robust Detection of Synthetic Tabular Data Under Schema Variability
    G. Charbel N. Kindji, Elisa Fromont, Lina Maria Rojas-Barahona, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence, Jan 2026
  2. IDA
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    Synthetic Tabular Data Detection In the Wild
    G. Charbel N. Kindji, Elisa Fromont, Lina Maria Rojas-Barahona, and 1 more author
    In International Symposium on Intelligent Data Analysis, May 2025
  3. DAIGenC
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    Cross-table Synthetic Tabular Data Detection
    G. Charbel N. Kindji, Lina Maria Rojas-Barahona, Elisa Fromont, and 1 more author
    In Proceedings of the 1stWorkshop on GenAI Content Detection (GenAIDetect), Jan 2025
  4. Neurocomputing
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    Tabular Data Generation Models: An In-Depth Survey and Performance Benchmarks with Extensive Tuning
    G. Charbel N. Kindji, Lina Maria Rojas-Barahona, Elisa Fromont, and 1 more author
    Neurocomputing, Jan 2025