Team

Faculty

Talel Abdessalem

Professor

Mehwish Alam

Associate Professor

Antoine Amarilli

Associate Professor on Leave

Albert Bifet

Professor

Thomas Bonald

Professor (Head of Team)

Jean-Louis Dessalles

Emeritus

Yanzhu Guo

Assistant Professor

Nils Holzenberger

Assistant Professor

Louis Jachiet

Associate Professor

Marc Jeanmougin

Research Engineer

Van-Tam Nguyen

Professor

Nikola Simidjievski

Associate Professor

Fabian Suchanek

Professor

Post-Doctoral Researchers

Fajrian Yunus

PhD Candidates

Rajaa El Hamdani

Measuring Parametric Knowledge in Large Language Models

Advisors:
Thomas Bonald

Yinghao Wang

Foundation models for EEG treatment

Advisors:
Enzo Tartaglione,
Van-Tam Nguyen

Rémi Nahon

Robust and Privacy-Preserving Deep Learning for EEG-based Cognitive State Analysis

Advisors:
Pavlo Mazharovsky,
Van-Tam Nguyen

Tom Calamai

Automated fallacies detection

Advisors:
Oana Balalau,
Fabian Suchanek

Yiwen Peng

Ontology cleaning, alignment and completion

Advisors:
Thomas Bonald

Samuel Reyd

Explainability, Causality, Complex Systems

Advisors:
Ada Diaconescu,
Jean-Louis Dessalles

Lorenzo Guerra

Graph-based self-supervised learning for intrusion detection in distributed systems

Advisors:
Van-Tam Nguyen,
Pavlo Mozharovskyi,
Guillaume Duc

Roman Plaud

Structured predictions, calibration and optimal decision making

Advisors:
Thomas Bonald,
Matthieu Labeau,
Antoine Saillenfest

Zakari Ait Ouazzou

Optimizing Explainable AI (XAI) methods' interpretability and computational efficiency for Real-Time Decision Making

Advisors:
Talel Abdessalem,
Albert Bifet

Pierre Epron

Knowledge based Hallucination Detection & Mitigation in Large Language Models

Advisors:
Mehwish Alam,
Adrien Coulet

Van Chien Nguyen

Foundation models for EEG decoding

Advisors:
Van-Tam Nguyen,
Samuel Tardieu

Ali Tarhini

Development of a generative AI infrastructure for the automatic generation of code required for Design Rule Check (DRC)

Advisors:
Van-Tam Nguyen

Hung Nguyen

Language Models and Knowledge Graphs

Advisors:
Mehwish Alam

Long-Tuan Vo

AI-Driven Predictive Analytics in Healthcare with Explainable AI

Advisors:
Mehwish Alam,
Pavlo Mazharovsky

Samy Haffoudhi

IE, LLMs+KGs, NLP

Advisors:
Fabian Suchanek,
Nils Holzenberger

Bérénice Jaulmes

Knowledge Based Mental Models for Explainability in Large Language Models

Advisors:
Mehwish Alam,
Fabian Suchanek

Clement Wang

Unified representation of marketplace entities through heterogeneous graph learning

Advisors:
Thomas Bonald

Tom Maye Lasserre

Foundation model for EEG signal analysis

Advisors:
Nikola Simidjievski,
Van-Tam Nguyen

Tuan-Kiet Doan

Foundation Model for EEG Signal Analysis

Advisors:
Nikola Simidjievski,
Van-Tam Nguyen

Rachida Saroui

AI Assisted Automotive Threat Intelligence

Advisors:
Pavlo Mazharovsky,
Van-Tam Nguyen

Trung-Hieu Tran

Efficient Pretraining of EEG Foundation Models

Advisors:
Van-Tam Nguyen,
Nikola Simidjievski

Francois Crespin

Phase Separation of Large Language Models into Generative and Knowledge Components

Advisors:
Fabian Suchanek,
Nils Holzenberger

Zhu Liao

Deep Neural Network pruning

Advisors:
Van-Tam Nguyen,
Enzo Tartaglione

PhD Track Students

IP Paris PhD track is a program to onboard master students into research teams before starting a PhD.

Daniela Cojocaru
Advisor: Nikola Simidjievski

Marc Farah
Advisor: Nikola Simidjievski

Avrile Floro
Advisor: Nils Holzenberger

Zeinab Ghamlouch
Advisor: Mehwish Alam

Quoc-Dat Tran
Advisor: Nikola Simidjievski

Thanh Hai Tran
Advisor: Van-Tam Nguyen

Thanh Nam Tran
Advisor: Van-Tam Nguyen

Hai Thien Long Vu
Advisor: Van-Tam Nguyen

Alumni

François Amat, Yael Amsterdamer, Adeel Anjum, Sri Appakutti, Samed Atouati, Mohamed-Amine Baazizi, Maroua Bahri, Mariam Barry, Imen Ben Dhia, Marc Benhamou, Raphaël Bonaque, Armand Boschin, Dihia Boulegane, Anis Bouriga, Yoann Bourse, Sahar Brinis, Oana Bălălău, Bogdan Cautis, Bertrand Charpentier, Lihu Chen, Cyril Chhun, Céline Comte, Simon Coumes, Gabriel Damay, Maximilien Danisch, Nathan De Lara, Simon Delarue, Nora Derouiche, Julie Dessaint, Assane Dieng, Adrian Dimulescu, Rémi Dupré, Ashutosh Dwivedi, Sven Dziadek, Muhammad Faheem, Abdellah Fourtassi, Peter Fratrik, Roxana Gabriela Horincar, Luis Galárraga, Mayur Garg, Siwar Garouachi, Octave Gaspard, Hanady Gebran, Christos Giatsidis, Aditya Goel, Georges Gouriten, Jean-Benoît Griesner, Lucas Gréaux, Bilel Gueni, Arnaud Guerquin, Modou Gueye, Vishal Gupta, Mostafa Haghir Chehreghani, Miyoung Han, Sanaz Hasanzadeh Fard., Takashi Hashimoto, Chadi Helwe, Lise Hobeika, Alexandre Hollocou, Etienne Houzé, Minh Huong Le Nguyen, Ioana Ileana, Sitesh Indra, Suraj Jog, Evgeny Kharlamov, Lanfang Kong, Cédric Kulbach, Emmanuel Lagrée, Jonathan Lajus, Mouhamadou Lamine Ba, Léo Laugier, Denys Lazarenko, Etienne Li, Chengxuan Liao, Julien Lie-Panis, Qing Liu, Quentin Lobbé, Quentin Lutz, Fragkiskos Malliaros, Silviu Maniu, Diogo Martins, Alaa Mazouz, Anes Mekki, Sylvain Mellak, Mikaël Monet, Sébastien Montenez, Jacob Montiel, David Montoya, Damien Munch, Pierre-Alexandre Murena, Heitor Murilo Gomes, Martín Muñoz, Nicoline Nymand-Andersen, Nicoleta Oita, Angelo Ortiz, Pierre-Henri Paris, Thomas Pellissier Tanon, Edouard Pineau, Patrick Prianon, Andrian Putina, Aël Quélennec, Nedeljko Radulovic, Jesse Read, Thomas Rebele, Demir Renaux, Anna-Isavella Rerra, Julien Romero, François Rousseau, Jakub Różycki, Zacchary Saddedine, Antoine Saillenfest, Émilie Saintilan, Flavia Salutari, Ngurah Agus Sanjaya ER, Luc Segoufin, Pierre Senellart, Atef Shaar, Asma Souihli, Mauro Sozio, Danai Symeonidou, Ruiming Tang, Éloi Tanguy, Adrien Tibere-Inglesse, Katerina Tzompanaki, Michalis Vazirgiannis, Vlad-Stefan Vergelea, Tiphaine Viard, Yixing Yang, Peng Yu, Zhihan Zhang