Milad Leyli abadi

Identifiants chercheurs

IdHAL :

milad-leyli-abadi

ORCID :

0000-0001-8006-5522

Publications

Article dans une revue (3)

Human-AI Interaction in Safety-Critical Network Infrastructures Marco Mussi,Alberto Maria Metelli,Marcello Restelli,Gianvito Losapio,Ricardo Bessaet al. iScience, 2025, pp.113400. ⟨10.1016/j.isci.2025.113400⟩ Article dans une revue hal-05229529v1
Online common change-point detection in a set of nonstationary categorical time series Milad Leyli-Abadi,Allou Same,Latifa Oukhellou,Nicolas Cheifetz,Pierre Mandelet al. Neurocomputing, 2021, 439, pp 176-196. ⟨10.1016/j.neucom.2021.01.066⟩ Article dans une revue hal-03596123v1
Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior Sequences Milad Leyli-Abadi,Allou Same,Latifa Oukhellou,Nicolas Cheifetz,Pierre Mandelet al. ACM Transactions on Intelligent Systems and Technology, 2019, 1 (1), 22p. ⟨10.1145/3347452⟩ Article dans une revue hal-02278251v1

Communication dans un congrès (15)

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-Abadiet al. 25th International Conference on Engineering Design (ICED), Aug 2025, Dallas, United States. ⟨10.1017/pds.2025.10337⟩ Communication dans un congrès hal-04965448v1
NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis Mouadh Yagoubi,David Danan,Milad Leyli-Abadi,Ahmed Mazari,Jean-Patrick Brunetet al. Neural Information Processing Systems 2025, Dec 2025, San Diego (US), France. ⟨10.48550/arXiv.2506.08516⟩ Communication dans un congrès hal-05190901v1
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
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
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
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
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
LIPS - Learning Industrial Physical Simulation benchmark suite Milad Leyli-Abadi,David Danan,Mouadh Yagoubi,Seif-Eddine Attoui,Antoine Marotet al. NeurIPS - Data & Benchmark Track, Nov 2022, New Orleans, United States Communication dans un congrès hal-03780816v1
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
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 Mandelet al. IEEE IJCNN&apos;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 Mandelet al. IEEE DSAA 2017, International Conference on Data Science and Advanced Analytics, Oct 2017, Tokyo, Japan. 8p Communication dans un congrès hal-01581073v1

Chapitre d'ouvrage (2)

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

Pré-publication, Document de travail (2)

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures Milad Leyli-Abadi,Ricardo Bessa,Jan Viebahn,Daniel Boos,Clark Borstet al. 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05069164v1
Carpet-bombing patch: attacking a deep network without usual requirements Pol Labarbarie,Adrien Chan-Hon-Tong,Stéphane Herbin,Milad Leyli-Abadi 2023 Pré-publication, Document de travail hal-04264001v1

Thèse (1)

Modélisation dynamique, classification et détection de changement dans les panels catégoriels issus d'un réseau d'eau intelligent Milad Leyli Abadi Ingénierie assistée par ordinateur. Université Paris-Est, 2019. Français. ⟨NNT : 2019PESC2003⟩ Thèse tel-02520488v2