Le Traon, Yves

9 publications

ECML-PKDD 2025 Leveraging External Factors in Household-Level Electrical Consumption Forecasting Using Hypernetworks Fabien Bernier, Maxime Cordy, Yves Le Traon

ICMLW 2024 Robustness Analysis of AI Models in Critical Energy Systems Pantelis Dogoulis, Matthieu Jimenez, Maxime Cordy, Salah Ghamizi, Yves Le Traon

ICML 2023 GAT: Guided Adversarial Training with Pareto-Optimal Auxiliary Tasks Salah Ghamizi, Jingfeng Zhang, Maxime Cordy, Mike Papadakis, Masashi Sugiyama, Yves Le Traon

IJCAI 2022 A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon

AAAI 2022 Adversarial Robustness in Multi-Task Learning: Promises and Illusions Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon

UAI 2022 Efficient and Transferable Adversarial Examples from Bayesian Neural Networks Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen

NeurIPSW 2022 Faster and Cheaper Energy Demand Forecasting at Scale Fabien Bernier, Matthieu Jimenez, Maxime Cordy, Yves Le Traon

ECCV 2022 LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen

ICCVW 2021 Evasion Attack STeganography: Turning Vulnerability of Machine Learning to Adversarial Attacks into a Real-World Application Salah Ghamizi, Maxime Cordy, Mike Papadakis, Yves Le Traon