Milad Leyli abadi

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  • IRT SystemX
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Publications

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Training as an affordable and powerful lever to stimulate the evolution dynamics of a newly designed technology platform at the frontier between academia and industry

Agathe Gilain , Patrice Aknin , Claudiu Balan , Pascal Le Masson , Milad Leyli-Abadi et al.

25th International Conference on Engineering Design (ICED), Aug 2025, Dallas, United States. ⟨10.1017/pds.2025.10337⟩

Communication dans un congrès hal-04965448v1
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NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis

Mouadh Yagoubi , David Danan , Milad Leyli-Abadi , Ahmed Mazari , Jean-Patrick Brunet et al.

Neural Information Processing Systems 2025, Dec 2025, San Diego (US), France. ⟨10.48550/arXiv.2506.08516⟩

Communication dans un congrès hal-05190901v1
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Study Design and Demystification of Physics Informed Neural Networks for Power Flow Simulation

Milad Leyli-Abadi , Antoine Marot , Jérôme Picault

Workshop Machine Learning for Sustainable Power Systems (ML4SPS), ECML-PKDD, Sep 2025, Porto, Portugal

Communication dans un congrès hal-05190842v1
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Data Drift Detection and Assessment for AI-hybrid Models Applied on Electrical Energy Consumption

Faouzi Adjed , Milad Leyli-Abadi , Elies Gherbi , Martin Gonzalez

Workshop AI Trustworthiness and Risk Assessment for Challenged Contexts (ATRACC) - AAAI Fall Symposium, Nov 2025, Arlington, United States

Communication dans un congrès hal-05359551v1
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Statistical and Predictive Analysis to Identify Risk Factors and Effects of Post COVID-19 Syndrome

Milad Leyli-Abadi , Sonja van Ockenburg , Axel Tahmasebimoradi , Jean-Patrick Brunet

IARIA Pandemics Analytics 2025, Oct 2025, Barcelona (ES), Spain

Communication dans un congrès hal-05229417v1
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Evaluation methodology for disentangled uncertainty quantification on regression models

Kévin Pasini , Marc Nabhan , Clément Arlotti , M Leyli-Abadi , Johanna Baro

32th European Symposium on Artificial Neural Networks (ESANN), Oct 2024, Bruges, Belgium

Communication dans un congrès hal-04667732v1
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Optimal transport based adversarial patch to leverage large scale attack transferability

Pol Labarbarie , Adrien Chan-Hon-Tong , Stéphane Herbin , Milad Leyli-Abadi

The International Conference on Learning Representations (ICLR 2024), May 2024, Vienne, Austria

Communication dans un congrès hal-04467796v1
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LIPS - Learning Industrial Physical Simulation benchmark suite

Milad Leyli-Abadi , David Danan , Mouadh Yagoubi , Seif-Eddine Attoui , Antoine Marot et al.

NeurIPS - Data & Benchmark Track, Nov 2022, New Orleans, United States

Communication dans un congrès hal-03780816v1
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Benchmarking and deeper analysis of adversarial patch attack on object detectors

Pol Labarbarie , Adrien Chan-Hon-Tong , Stéphane Herbin , Milad Leyli-Abadi

Workshop Artificial Intelligence Safety - AI Safety (IJCAI-ECAI conference), Jul 2022, Vienne, Austria

Communication dans un congrès hal-03806714v1

Predictive analysis of fatigue crack growth on railroad tracks using machine learning techniques

Milad Leyli-Abadi , Olivier Vo Van

The Fifth International Conference on Railway Technology: Research, Development and Maintenance (Railways 2022), Aug 2022, Montpellier, France

Communication dans un congrès hal-03812030v1

Riding pattern recognition for powered two-wheelers using a long short-term memory network

Milad Leyli-Abadi , Abderrahmane Boubezoul , Latifa Oukhellou

IEEE ITSC 2020, 23rd International conference on intelligent transportation systems, Sep 2020, Rhodes, France. 7p, ⟨10.1109/ITSC45102.2020.9294579⟩

Communication dans un congrès hal-03922913v1
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Détection en ligne de multiples changements dans un panel de données catégorielles

Milad Leyli-Abadi , Allou Same , Latifa Oukhellou

SFC 2019, XXVIèmes rencontres de la société francophone de classification, Sep 2019, Nancy, France. 4p

Communication dans un congrès hal-02364858v1

Mélange de chaînes de Markov non-homogènes pour la classification et la prévision des habitudes de consommation issues d'un réseau d'eau intelligent

Milad Leyli-Abadi , Allou Same , Latifa Oukhellou

XXVèmes Rencontres de la Société Francophone de Classification, Sep 2018, Paris, France. 4p

Communication dans un congrès hal-01901079v1

Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time Series

Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel et al.

IEEE IJCNN'18, IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, France. 8p

Communication dans un congrès hal-01891349v1

Predictive Classification of Water Consumption Time Series using Non-homogeneous Markov Models

Milad Leyli-Abadi , Allou Same , Latifa Oukhellou , Nicolas Cheifetz , Pierre Mandel et al.

IEEE DSAA 2017, International Conference on Data Science and Advanced Analytics, Oct 2017, Tokyo, Japan. 8p

Communication dans un congrès hal-01581073v1

Change detection in smart grids using dynamic mixtures of t-distributions

Allou Same , Milad Leyli-Abadi , Latifa Oukhellou

In: Advances in Condition Monitoring and Structural Health Monitoring, Springer, pp.53-68, 2021, Lectures notes in Mechanical Engineering, 978-981-15-9199-0. ⟨10.1007/978-981-15-9199-0_6⟩

Chapitre d'ouvrage hal-03602456v1

Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based Approach

Allou Samé , Milad Leyli-Abadi

Trends and Applications in Knowledge Discovery and Data Mining, 11607, Springer International Publishing, pp.139-150, 2019, Lecture Notes in Computer Science, 978-3-030-26141-2. ⟨10.1007/978-3-030-26142-9_13⟩

Chapitre d'ouvrage hal-04497067v1