YVES LE TRAON

Full Professor, University of Luxemburg

Joined

February 2022

Names

YVES LE TRAON (Preferred)

Yves LE TRAON

Emails

****@uni.lu (Confirmed)

Personal Links

Homepage

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DBLP

Career & Education History

Full Professor

University of Luxemburg (uni.lu)

2009 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning systems

2015 – 2026

software security

2009 – 2026

software engineering

1994 – 2026

software testing

1994 – 2026

Publications

ASCENSION: Autoencoder-Based Latent Space Class Expansion for Time Series Data Augmentation
Matthieu OLEKHNOVITCH, Dorian Joubaud, Adrien Bolling, Evgeny Zotov, Sylvain KUBLER, Maxime Cordy, Mike Papadakis, YVES LE TRAON
- Submitted to ICML 2025
- Readers: Everyone
Tackling the Generative learning trilemma through VAE and GMM-controlled latent space class expansion
Matthieu OLEKHNOVITCH, Dorian Joubaud, Adrien Bolling, Sylvain KUBLER, Maxime Cordy, Mike Papadakis, YVES LE TRAON
- Submitted to ICLR 2025
- Readers: Everyone
Robustness Analysis of AI Models in Critical Energy Systems
Pantelis Dogoulis, matthieu jimenez, Maxime Cordy, Salah GHAMIZI, YVES LE TRAON
- NextGenAISafety 2024 Poster
- Readers: Everyone
Going Further: Flatness at the Rescue of Early Stopping for Adversarial Example Transferability
Martin Gubri, Maxime Cordy, YVES LE TRAON
- Submitted to ICLR 2024
- Readers: Everyone
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
Jie Zhang, Wei Ma, Qiang Hu, Shangqing Liu, Xiaofei Xie, YVES LE TRAON, Yang Liu
- EMNLP 2023 Findings
- Readers: Everyone
GraphCode2Vec: Generic Code Embedding via Lexical and Program Dependence Analyses
Wei Ma, Mengjie Zhao, Ezekiel Soremekun, Qiang Hu, Jie Zhang, Mike Papadakis, Maxime Cordy, Xiaofei Xie, YVES LE TRAON
- 03 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
Salah GHAMIZI, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, YVES LE TRAON
- ICML 2023 Poster
- Readers: Everyone
Faster and Cheaper Energy Demand Forecasting at Scale
Fabien Bernier, Matthieu Jimenez, Maxime Cordy, YVES LE TRAON
- Published: 20 Oct 2022, Last Modified: 05 May 2023
- HITY Workshop NeurIPS 2022
- Readers: Everyone
Efficient and Transferable Adversarial Examples from Bayesian Neural Networks
Martin Gubri, Maxime Cordy, Mike Papadakis, YVES LE TRAON, Koushik Sen
- Published: 20 May 2022, Last Modified: 12 Oct 2025
- UAI 2022 Poster
- Readers: Everyone
A variable neighborhood search simheuristic algorithm for reliability optimization of smart grids under uncertainty
Nikolaos Antoniadis, Maxime Cordy, Angelo Sifaleras, Yves Le Traon
- 2022 (modified: 23 Feb 2022)
- Int. Trans. Oper. Res. 2022
- Readers: Everyone

View all 643 publications

Co-Authors

View all 293 co-authors