Céline Robardet

Full Professor, Institut National des Sciences Appliquées de Lyon

Joined

January 2023

Names

Céline Robardet (Preferred)

Emails

****@liris.cnrs.fr (Confirmed)

Personal Links

DBLP

Semantic Scholar

Career & Education History

Full Professor

Institut National des Sciences Appliquées de Lyon (insa-lyon.fr)

2014 – Present

Advisors, Relations & Conflicts

PhD Advisor

Anes Bendimerad

2015 – 2020

Expertise

XAI

GNN

2018 – Present

pattern mining

clustering

2002 – Present

Publications

On Logic-based Self-Explainable Graph Neural Networks
Alessio Ragno, Marc Plantevit, Céline Robardet
- NeurIPS 2025 poster
- Readers: Everyone
In pursuit of the hidden features of GNN's internal representations
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
- 2022 (modified: 21 Jan 2023)
- Data Knowl. Eng. 2022
- Readers: Everyone
Towards a better identification of Bitcoin actors by supervised learning
Rafael Ramos Tubino, Céline Robardet, Rémy Cazabet
- 2022 (modified: 21 Jan 2023)
- Data Knowl. Eng. 2022
- Readers: Everyone
What Does My GNN Really Capture? On Exploring Internal GNN Representations
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
- 2022 (modified: 21 Jan 2023)
- IJCAI 2022
- Readers: Everyone
Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents
Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue
- 2022 (modified: 21 Jan 2023)
- EGC 2022
- Readers: Everyone
Vers une meilleure identification d'acteurs de Bitcoin par apprentissage supervisé
Rafael Ramos Tubino, Rémy Cazabet, Céline Robardet
- 2022 (modified: 21 Jan 2023)
- EGC 2022
- Readers: Everyone
Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
- 2022 (modified: 21 Jan 2023)
- EGC 2022
- Readers: Everyone
User-Driven Geolocated Event Detection in Social Media
Anes Bendimerad, Marc Plantevit, Céline Robardet, Sihem Amer-Yahia
- 2021 (modified: 21 Jan 2023)
- IEEE Trans. Knowl. Data Eng. 2021
- Readers: Everyone
Sequential recommendation with metric models based on frequent sequences
Corentin Lonjarret, Roch Auburtin, Céline Robardet, Marc Plantevit
- 2021 (modified: 21 Jan 2023)
- Data Min. Knowl. Discov. 2021
- Readers: Everyone
Graph space: using both geometric and probabilistic structure to evaluate statistical graph models
Louis Duvivier, Rémy Cazabet, Céline Robardet
- 2021 (modified: 21 Jan 2023)
- J. Complex Networks 2021
- Readers: Everyone

View all 107 publications

Co-Authors

View all 98 co-authors