Researcher
Head of Data Science Department
SDD
Data Science
Digital traces of all human activities are now available in all fields, data that is often massive, heterogeneous, dynamic and of variable quality (the 4 V’s of Big Data: Volume, Variety, Velocity, Veracity). Their exploitation leads to the definition of a fourth scientific paradigm: the design and validation of hypotheses, theoretical models and algorithms, guided by the data and in interaction with domain experts. The Data Science department is interested in robustly addressing the challenges of the 4Vs, in terms of scaling up in the face of data volume and velocity, and resisting diversity and quality bias. These goals define new computational issues in storage, communication, analysis and processing optimization, data query and enrichment, knowledge discovery, and model learning.
With nearly 40 researchers and teacher-researchers, the Data Science department covers a broad spectrum of fundamental and application-related topics: databases, data mining, semantic web, knowledge representation, algorithms, combinatorics, stochastic and distributed optimization, statistical learning and neural networks, communication networks, simulation. It also has extensive expertise in interdisciplinary research and dialogue with experts in the application domains (particularly in biology, medicine, human and social sciences, and experimental physics), allowing privileged access to data of interest and to the evaluation of models and algorithms.
Coordination
Recent publications
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Communication dans un congrès
Jose Felipe Espinosa Orjuela, Philippe Boula de Mareüil, Marc Evrard. Speech synthesis for Walloon, an under-resourced minority language. 13th edition of the Speech Synthesis Workshop, Aug 2025, Leeuwarden, Netherlands. pp.189-195, ⟨10.21437/SSW.2025-29⟩. ⟨hal-05682647⟩
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Communication dans un congrès
Alexis Delplace, Samer Lahoud, Kinda Khawam, Dominique Quadri. Towards Realistic Waveform-Level IoT Network Simulation via IQ Mixing. DySPAN 2026 – 2026 IEEE International Symposium on Spectrum Innovation, May 2026, Washington, D. C., United States. ⟨10.1109/DySPAN69846.2026.11571124⟩. ⟨hal-05586495⟩
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Communication dans un congrès
Kinda Khawam, Hussein Taleb, Stephane Durand, Steven Martin, Samer Lahoud. Adaptive Clustering and Incentive Mechanism for Federated Learning in IoT. VTC2025-Fall – 2025 IEEE 102nd Vehicular Technology Conference, Oct 2025, Chengdu, China. pp.1-7, ⟨10.1109/vtc2025-fall65116.2025.11309854⟩. ⟨hal-05691373⟩
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Article dans une revue
Omar Dib, Shiyun Li, Zhengkun Li, Rouwaida Abdallah, El-Hacen Diallo. FL-SMPC++: A robust framework for privacy-preserving federated learning. Results in engineering, 2025, 28, pp.107380. ⟨10.1016/j.rineng.2025.107380⟩. ⟨hal-05691380⟩
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Communication dans un congrès
Mihai Branga-Peicu, Mathias Vast, Basile van Cooten, Laure Soulier, Jules Françoise, et al.. IR Lens: A Tool for Interpreting Cross-Encoder Models. The 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2026, Melbourne, Australia. pp.5135-5139, ⟨10.1145/3805712.3808382⟩. ⟨hal-05690304⟩
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Article dans une revue
Jonathan Colin, Silviu Maniu. Maximizing Diverse Information Exposure in Content-Based Social Networks. Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2026, Lecture Notes in Computer Science, 16240, pp.1-31. ⟨10.1007/978-3-662-72449-1_1⟩. ⟨hal-05687331⟩
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Communication dans un congrès
Florent Hivert. Machine Checked Proofs and Programs in Algebraic Combinatorics. 14th ACM SIGPLAN International Conference on Certified Programs and Proofs (CPP ’25), Sandrine Blazy, Nicolas Tabareau, Kathrin Stark, Amin Timany, Jan 2025, Denver (Colorado), United States. pp.214 – 230, ⟨10.1145/3703595.3705885⟩. ⟨hal-05682976⟩
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Communication dans un congrès
Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang, Cyril Grouin. QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings. ACL 2025 – 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), ACL, Jul 2025, Vienna, Austria. pp.1132-1144, ⟨10.18653/v1/2025.acl-srw.89⟩. ⟨hal-05683004⟩
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Communication dans un congrès
Laura Ascone, Lucie Gianola, Julien Longhi, Laurène Renaut. La linguistique forensique pour l’analyse du discours : anticiper les risques, aider à la décision, répondre aux menaces. Colloque R2DIP, « Les notions de risques, société et sécurité dans les discours institutionnels et politiques », CY Cergy Paris Université, Dec 2017, Cergy, France. ⟨hal-05682141⟩
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Proceedings/Recueil des communications
Nina Khairova, Victoria Vysotska, Natalia Grabar, Thierry Hamon, Nina Rizun. Preface: computational linguistics workshop. Computational Linguistics Workshop at 9th International Conference on Computational Linguistics and Intelligent Systems, May 2025, Kharkiv, Ukraine. Vol-3976, 2025. ⟨hal-05682500⟩
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Communication dans un congrès
Albane Saintenoy, Emmanuel Léger, Nicolas Thiéry. Teaching GPR Data Processing Methods Using Jupyter Notebooks (from A-Scan to C-Scan). 2025 13th International Workshop on Advanced Ground Penetrating Radar (IWAGPR), Jul 2025, Thessaloniki, Greece. pp.1-4, ⟨10.1109/iwagpr65621.2025.11109022⟩. ⟨hal-05678978⟩
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Autre publication scientifique
Théophile Lenoir, Ana Valdivia, Aurélie Bugeau, Anne-Laure Ligozat. Beyond the Energy Efficiency Directive. Observatory on the Environmental Footprint of AIArtificial Intelligence, 2026. ⟨hal-05680820⟩
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Pré-publication, Document de travail
Marco Crialesi-Esposito, Alienor Riviere, Sergio Chibbaro. Sub-Kolmogorov Intermittency and Multifractal Dissipation in Multiphase Turbulence. 2026. ⟨hal-05679015⟩
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Pré-publication, Document de travail
Flavio Tuteri, Sergio Chibbaro, Alexandros Alexakis. Intermittency in Shell Models of Turbulent Cascades: from Single-Branch to Multi-Branch. 2026. ⟨hal-05679006⟩
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Communication dans un congrès
Iskandar Boucharenc, Eve Sauvage, Thomas Gerald, Julien Tourille, Sabrina Campano, et al.. Using Syntax for the Semantic Representation of Sentences. SLiDE 1st Workshop on Structured Linguistic Data and Evaluation at the 2026 Language Resources and Evaluation Conference (LREC 2026), May 2026, Palma de majorque, Spain. pp.169–179, ⟨10.63317/4gtinxarm3dd⟩. ⟨hal-05669816⟩
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Communication dans un congrès
Pegah Faghiri, Kim Gerdes, Sylvain Kahane. Verifying the Menzerath-Altmann Law in the Verbal Domain in 180 Languages. UDW 2026 – Ninth Workshop on Universal Dependencies, LREC, May 2026, Palma (Mallorca), Spain. pp.76-90, ⟨10.63317/34eabs2yfdfh⟩. ⟨hal-05644547⟩
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Communication dans un congrès
Clément Morand, Aurélie Névéol, Anne-Laure Ligozat. The Rising Unsustainability of AIArtificial Intelligence Graphics Cards Production. LIMITS 2026: 12th Workshop on Computing within Limits, Jun 2026, Online, France. ⟨hal-05666542⟩
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Pré-publication, Document de travail
Nishant Chandgotia, Silvère Gangloff, Benjamin Hellouin de Menibus, Piotr Oprocha. On the cohomology of homshifts. 2026. ⟨hal-05675094⟩
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Communication dans un congrès
Marceau Hernandez, Gaël Lejeune, Félix Alié, Émile Rebours, Julien Bezançon. EuroParser : un outil open-source pour collecter, structurer et exploiter de grands corpus de presse. 18th International Conference on Statistical Analysis of Textual Data, Jul 2026, Palermo, Italie. ⟨hal-05667128⟩
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Logiciel
Bruno Aristimunha, Igor Carrara, Pierre Guetschel, Sara Sedlar, Pedro Rodrigues, et al.. Mother of all BCI Benchmarks. 2026, ⟨swh:1:dir:6d89a182d4e69572a73784c6616ef1cee5493d77⟩. ⟨hal-05675918⟩
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Article dans une revue
Stijn Cambie, François Dross, Kolja Knauer, Hoang La, Petru Valicov. Partitions of Planar (Oriented) Graphs into a Connected Acyclic and an Independent Set. The Electronic Journal of Combinatorics, 2026, 33 (1), pp.27-34. ⟨10.37236/13673⟩. ⟨hal-05677124⟩
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Communication dans un congrès
Kim Gerdes. The Grammar Does the Work: Functional vs. Lexical Dependency Length Minimization Across Universal Dependencies. UDW 2026 – Ninth Workshop on Universal Dependencies, May 2026, Palma De MaJorque, Spain. pp.163-173, ⟨10.63317/4akqrtsv7i65⟩. ⟨hal-05676925⟩
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Communication dans un congrès
Iskandar Boucharenc, Sahar Ghannay, Christophe Servan, Laure Soulier, Sophie Rosset. Étude de l’adaptation des gros modèles de langues par retour visuel. Journée Visu, GdR IG-RV, Jun 2023, Orsay, France. ⟨hal-05670004⟩
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Article dans une revue
Rémi Bousquet, Yannick Ponty, Victor Botez, Nicolas Plihon, Caroline Nore. Magnetic field reversals in numerical simulations of the von Kármán sodium experiment. Physical Review Fluids, 2026, 11 (6), pp.063703. ⟨10.1103/9tx2-1m13⟩. ⟨hal-05668081⟩
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Pré-publication, Document de travail
Nishant Chandgotia, Silvère Gangloff, Benjamin Hellouin de Menibus, Piotr Oprocha. Undecidability of the block gluing classes of homshifts. 2026. ⟨hal-05675078⟩
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Communication dans un congrès
Gabrielle Porcher, Frédéric Boulanger, Nicolas Sabouret. Un modèle logique combinant la théorie de Dempster-Shafer et la théorie des possibilités pour la détection des erreurs de fixation. Rencontres des jeunes chercheurs en IAIntelligence Artificielle (RJCIA 2026), Association Française pour l’IAIntelligence Artificielle (AFIA), Jul 2026, Arras, France. ⟨hal-05626117⟩
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Communication dans un congrès
Emmett Strickland, Marc Evrard, Valentina Fedchenko. Transfer Learning for Creole TTS: A Pilot Study on Whether Substrate Phonologies or Lexifier Vocabularies Matter More. Towards Inclusivity and Equality: Language Resources and Technologies for Under-Resourced and Endangered Languages, SIGUL 2026 Joint Workshop with ELE, EURALI, and DCLRL, May 2026, Palma De Majorque, Spain. ⟨10.63317/5d5qjmokuvmc⟩. ⟨hal-05617449⟩
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Communication dans un congrès
Vincent Boccara, Marianne Cerf, Maria Sol Perez Toralla, Chloé Le Bail. Transformations of a work system towards sustainability: a case study of a French-farmer entrepreneur activity. 15th Organizational Design and Management Conference, Jun 2026, Storrs, Connecticut, USA, France. ⟨hal-05674596⟩
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Article dans une revue
Jhonatan Silva, Johanne Cohen, Daniel Cordeiro. GARN3: A coarse-grained helix centered technique for RNA 3D structures prediction. PLoS ONE, 2026, 21 (6), pp.e0328609. ⟨10.1371/journal.pone.0328609⟩. ⟨hal-05673707⟩
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Communication dans un congrès
Jose Lucas de Melo Costa, Fabrice Popineau, Bich-Liên Doan, Arpad Rimmel, Fabrice Daniel. Leveraging Self-Supervised Learning for Fraud Detection in Tabular Data. 19th Financial Risks International Forum, Institut Louis Bachelier, Mar 2026, Paris, France. ⟨hal-05672093⟩
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Communication dans un congrès
José Lucas de Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan. High Performance, Low Reliability: Uncertainty Benchmarking for Tabular Foundation Models. 34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2026), Apr 2026, Bruges, Belgium. ⟨hal-05672090⟩
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Communication dans un congrès
Clémentine Bleuze, Bruno Guillaume, Aurélie Névéol, Karën Fort. Omniprésents et anthropomorphisés : analyse lexico-syntaxique des discours sur les LLM. TALN 2026 – 33e Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2026, Nantes, France. ⟨hal-05670834⟩
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Communication dans un congrès
Clémentine Bleuze, Karën Fort, Vincent P. Martin, Aurélie Névéol. Grands modèles de langue pour prédire la santé mentale : une revue exploratoire de la documentation des biais et de l’utilité clinique. TALN 2026 – 33e Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2026, Nantes, France. ⟨hal-05670826⟩
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Thèse
Yanis Zatout. Simulation and learning of strongly anisothermal turbulent flows. Thermics [physics.class-ph]. Université de Perpignan, 2025. English. ⟨NNT : 2025PERP0033⟩. ⟨tel-05549484⟩
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Article dans une revue
Clément Morand, Aurélie Névéol, Rosy Tsopra, Anne-Isabelle Tropeano, Sophie de Chambine, et al.. Prospectively Evaluating the Environmental Impacts of Digital Health Applications : A Case Study and Recommendations. Journal of the American Medical Informatics Association, 2026, ⟨10.1093/jamia/ocag091⟩. ⟨hal-05628404⟩
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Communication dans un congrès
Thomas Gerald, Sahar Ghannay, Julie Lascar, Paul Lerner, Anne Vilnat. Can Multimodal LLMs Generate Pedagogical Questions?. LREC 2026, May 2026, Palma, Spain. ⟨10.63317/4z4gj3h8jmc7⟩. ⟨hal-05658326⟩
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Communication dans un congrès
Thierry Hamon. Description of the LISN system for extracting terms. DEfinition and Term Extraction CHallenge 2026 (DETECH 2026), Jun 2026, Zadar, Croatia. ⟨hal-05669893⟩
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Article dans une revue
Diane Bedoin, Stéphanie Caët, Claire Danet, Geoffrey Besnard, Aliyah Morgenstern. The transmission of gaze management during family dinners in French sign language. Glottopol : Revue de sociolinguistique en ligne, 2026, 42, ⟨10.4000/169ri⟩. ⟨halshs-05667806⟩
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Thèse
Bruno Aristimunha Pinto. Learning Representations of Electroencephalogram using Deep Learning. Machine Learning [cs.LG]. Université Paris-Saclay; Universidade Federal do ABC, 2026. English. ⟨NNT : 2026UPASG016⟩. ⟨tel-05668261⟩
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Communication dans un congrès
Marie Schmit, Melvin Selim Atay, Khalid Belhajjame, Ulysse Le Clanche, Emmanuel Coquery, et al.. ShareFAIR-KG, a centralised knowledge base of scientific workflows. JOBIM 2026 – Journées Ouvertes en Biologie, Informatique et Mathématiques, Jun 2026, Strasbourg, France. ⟨hal-05666980⟩
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Pré-publication, Document de travail
Louis Estève, Marie-Catherine de Marneffe, Nurit Melnik, Agata Savary, Olha Kanishcheva. A survey of diversity quantification in natural language processing: The why, what, where and how. 2026. ⟨hal-05661565⟩
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Communication dans un congrès
Joel Jakubovic, Camille Gobert. On Vector Graphics Substrates and their Potential for Postmodern, Phenotropic Notational Freedom. 2nd Workshop on Software Substrates (Substrates 2026). 10th International Conference on the Art, Science, and Engineering of Programming (‹Programming› 2026), Mar 2026, Munich, Germany. ⟨hal-05664462⟩
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Pré-publication, Document de travail
Alexandre Genadot, Nicolas Guilliot, Philippe Boula de Mareüil. Introduction to the book “Cartographier les Langues de Nouvelle-Aquitaine: entre Grammaire et Société”. 2026. ⟨hal-05662837⟩
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Communication dans un congrès
Fabrice Popineau, Xingyuan Xu, Bich-Thuy Doan, Bich-Liên Doan. Construction continue de graphes de connaissances à partir de la littérature scientifique basée sur les LLM. EGC 2026, Jan 2026, Anglet, France. pp.349-356. ⟨hal-05633547⟩
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Autre publication scientifique
Julien Bezançon. Défricher des lettres : Le Défricheur pour l’annotation d’expressions multi-mots défigées. 2026. ⟨hal-05601360⟩
Year of publication
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Communication dans un congrès
Théo Jourdan, Jules Françoise, Frédéric Bevilacqua. Collective Craft: How Artists Collaborate to Train AIArtificial Intelligence-based Audio Synthesis Model for Music. Creativity and Cognition, Jul 2026, London, United Kingdom. ⟨10.1145/3803784.3807533⟩. ⟨hal-05655033⟩
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Communication dans un congrès
Agata Savary, Manon Scholivet, Carlos Ramisch, Takuya Nakamura, Eric Bilinski, et al.. PARSEME 2.0 Multilingual Corpus of Multiword Expressions. LREC 2026 – 15th biennial Language Resources and Evaluation Conference, ELRA Language Resources Association, May 2026, Palma De MaJorque, Spain. pp.4819-4834, ⟨10.63317/2iy5qf38yhay⟩. ⟨hal-05661505⟩
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Communication dans un congrès
Mathis Brossier, Mujtaba Fadhil Jawad, Emma Broman, Ylva Selling, Julia Hallsten, et al.. Piloting Planetarium Visualizations with LLMs during Live Events in Science Centers. Short Paper Proceedings of EuroVis 2026 – Eurographics Conference on Visualization, Jun 2026, Nottingham (GB), United Kingdom. article no. evs.20261022, 5 p., ⟨10.2312/evs.20261022⟩. ⟨hal-05661895⟩
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Autre publication scientifique
Velitchko Filipov, Tobias Isenberg, Alexander Lex. README.md: A Tutorial on Reproducible Visualization Research. EuroVis 2026 Tutorials, 2026, art. no. evt.20261001, 4 p. ⟨10.2312/evt.20261000⟩. ⟨hal-05661858⟩
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Communication dans un congrès
Julie Halbout, Annelies Braffort, Michèle Gouiffès, Diandra Fabre, Julie Lascar. Learning to Spot Signs from Named Entities. A study on French Sign Language. LREC2026 12th Workshop on the Representation and Processing of Sign Languages: Language in Motion, May 2026, Palma de Majorque, Spain. ⟨10.63317/26i8n4zuyzyx⟩. ⟨hal-05636077⟩
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Pré-publication, Document de travail
Yanis Zatout, Françoise Bataille, Adrien Toutant. A posteriori study of Thermal-Large Eddy Simulation in solar receiver operating conditions. 2026. ⟨hal-05658010⟩
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Poster de conférence
Yanis Zatout, Adrien Toutant, Onofrio Semeraro, Lionel Mathelin, Françoise Bataille. Fast and accurate field reconstruction of Thermal-Large Eddy Simulation (T-LES) by Deep Learning. Congrès Français de Thermique SFT, May 2023, Reims, France. 2023. ⟨hal-05454752⟩
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Communication dans un congrès
Zatout Yanis, Toutant Adrien, Bataille Françoise, Semeraro Onofrio, Mathelin Lionel. Study of the effects of spanwise wall oscillation in asymmetrically heated wall bounded flow. Euromech 631, Universidad Carlos III de Madrid; Aerospace Engineering Research Group UC3M, Mar 2024, Madrid, Spain. ⟨hal-05454998⟩
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Communication dans un congrès
Zatout Yanis, Toutant Adrien, Onofrio Semeraro, Lionel Mathelin, Bataille Françoise. Study of the effects of spanwise wall oscillation in asymmetrically heated wall bounded flow. Euromech colloquia 631 – Control of skin friction and convective heat transfer in wall-bounded flows, UC3M, Mar 2024, Madrid, Spain. ⟨hal-05455002⟩
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Communication dans un congrès
Baptiste Pras. Revisiting Optimal Class Ratios in Imbalanced Learning. 10th Junior Conference on Data Sciences and Engineering (2025), Université Paris-Saclay; Institut Polytechnique de Paris, Sep 2025, Orsay, France. ⟨hal-05640425⟩
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Communication dans un congrès
Damien Lacroux, Aurélie Bugeau, Anne-Laure Ligozat. The indirect rebound effects of AIArtificial Intelligence as undone science: philosophical reflection on two structural causes. Undone Computer Science, Mar 2026, Luxembourg, Luxembourg. ⟨hal-05624399⟩
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Thèse
Katerina Batziakoudi. Visualizing Orders of Magnitude Values in Public Budgets. Human-Computer Interaction [cs.HC]. Université Paris-Saclay, 2026. English. ⟨NNT : 2026UPASG025⟩. ⟨tel-05658123⟩
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Thèse
Eva Boguslawski. Politiques d’apprentissage par renforcement pour l’exploitation de réseaux électriques avec actions continues dans des architectures centralisées et décentralisées. Intelligence artificielle [cs.AIArtificial Intelligence]. Université Paris-Saclay, 2026. Français. ⟨NNT : 2026UPASG028⟩. ⟨tel-05657134⟩
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Communication dans un congrès
Vincent Bonczak, Michel Beaudouin-Lafon, Theophanis Tsandilas. Glyphaestus: Interactive Design of Parametric Glyphs with Hierarchical Composition. GI 2026 – Graphics Interface, Jun 2026, Waterloo, Canada. 10 p. ⟨hal-05657296⟩
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Communication dans un congrès
Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang, Cyril Grouin. Les données de calibration comptent-elles vraiment pour LoRA?. EvalLLM2026 : Atelier sur l’évaluation des modèles génératifs (LLM), le RAG et challenges, Jul 2026, Nantes (France), France. ⟨hal-05633638⟩
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Pré-publication, Document de travail
Anne-Flore Cabouat, Kuno Kurzhals, Laura Matzen, Tobias Isenberg, Samuel Huron, et al.. Characterizing Perceived Readability in Data Visualization: Design and Reader Factors. 2026. ⟨hal-05654024⟩
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Communication dans un congrès
Younes Djemmal, Oloruntobi Olutola, Kim Gerdes. Beyond Abstracts: Learning Scientific Paper Embeddings from Full-Text Windows. Atelier sur l’Analyse et la Recherche de Textes Scientifiques, Jun 2026, Nantes, France. ⟨hal-05640705⟩
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Article dans une revue
I Oya, B López, P Aubert, G Barni, P Bauza, et al.. The Array Control and Data Acquisition software of the Cherenkov Telescope Array Observatory. Astronomy and Computing, 2026, Special Issue on Observatories Software, 57, pp.101147. ⟨10.1016/j.ascom.2026.101147⟩. ⟨hal-05654223⟩
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Communication dans un congrès
Xiaohan Peng, Debanjana Haldar, Wendy E Mackay, Janin Koch. DesignTrace: Exploring, Iterating and Tracking Design Alternatives with GenAI. CHI 2026 – Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. pp.1-22, ⟨10.1145/3772318.3791036⟩. ⟨hal-05652171⟩
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Thèse
Cyriaque Rousselot. Deep Learning for Spatio-Temporal Pesticide Exposure Modeling : Extrapolation, Interpretability, and Constraints. Computer Science [cs]. Université Paris-Saclay, 2026. English. ⟨NNT : 2026UPASG023⟩. ⟨tel-05653218⟩
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Communication dans un congrès
Mathilde Aguiar, Pierre Zweigenbaum, Nona Naderi. Assessing the Difficulty of Inference Types in Natural Language Inference for Clinical Trials. The Fifteenth Language Resources and Evaluation Conference (LREC 2026), May 2026, Palma, France. pp.5290-5300, ⟨10.63317/359toazp33g8⟩. ⟨hal-05652719⟩
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Logiciel
George Marchment, Sarah Cohen-Boulakia, Frédéric Lemoine, Bryan Brancotte. BioFlow-Insight. 2026, ⟨swh:1:dir:9cbc8a04afc7b791fb5796f9b286ddb1f0f7af01;origin=https://gitlab.liris.cnrs.fr/sharefair/bioflow-insight;visit=swh:1:snp:0073ce5b2737e3fa95b37406b1436f2fd7e9f369;anchor=swh:1:rev:e6005d56f5bb93c7cf63248d43451fd07abb71aa⟩. ⟨pasteur-05650681⟩
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Poster de conférence
Louis Hernandez, Matthieu Boussard, Alessandro Leite. Harnessing Open-Source Large Language Models for Causal Discovery. EuroCIM 2025 – European causal inference meeting, Apr 2025, Ghent, Belgium. ⟨hal-05605983⟩
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Pré-publication, Document de travail
Pierre Béaur, France Gheeraert, Benjamin Hellouin de Menibus. String attractors and bi-infinite words. 2026. ⟨hal-05641031⟩
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Rapport
Christian Artigues, Nadia Brauner, Pierre Fouilhoux, Nabil Absi, Ayse Nur Arslan, et al.. Rapport de Prospective du GDR Recherche Opérationnelle et Décision (ROD). GDR ROD (Groupement de Recherche, Recherche Opérationnelle et Décision); CNRS. 2026, 76 p. ⟨hal-05645277⟩
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Communication dans un congrès
Hugo Thimonier, José Lucas de Melo Costa, Fabrice Popineau, Arpad Rimmel, Bich-Liên Doan. T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data. ICLR 2025 – International Conference on Learning Representations, Apr 2025, Sinagpore, Singapore. ⟨10.48550/arXiv.2410.05016⟩. ⟨hal-05624276⟩
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Article dans une revue
Pegah Faghiri, Eline Visser. Subject realization in Uruangnirin. STUF Language Typology and Universals , 2025, 78 (4), pp.573-606. ⟨10.1515/stuf-2025-2025⟩. ⟨hal-05618150⟩
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Chapitre d'ouvrage
Sarah Cohen-Boulakia, Frédéric Lemoine, George Marchment, Marine Djaffardjy, Alban Gaignard, et al.. Reuse and reproduce bioinformatic pipelines using scientific workflow systems. Berlin Universities Publishing. Workflow systems for large-scale scientific data analysis, Berlin Universities Publishing, 2026, 978-3-98781-067-1. ⟨10.14279/depositonce-25828⟩. ⟨pasteur-05640482⟩
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Chapitre d'ouvrage
Sarah Cohen-Boulakia, George Marchment, Thomas Cokelaer, Frédéric Lemoine. Reprohackathons: training efforts to increase bioinformatics reproducibility using scientific workflow systems. Ulf Leser, Marcus Hilbrich, Sean R. Wilkinson, Rafael Ferreira da Silva. Workflow systems for large-scale scientific data analysis, Berlin Universities Publishing, pp.547-564, 2026, 978-3-98781-067-1 (print) ; 978-3-98781-068-8 (online). ⟨10.14279/depositonce-25835⟩. ⟨pasteur-05640478⟩
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Article dans une revue
Thibault Saintenoy, Marcos Llobera, Nicolas M. Thiéry, Marta Crespo Fernández, Pastor Fábrega-Álvarez, et al.. Topological insights into the diachrony of ancient road networks: Exploratory predictive modelling in the Andean highlands. Journal of Archaeological Science, 2025, 174, pp.106125. ⟨10.1016/j.jas.2024.106125⟩. ⟨hal-05510553⟩
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Article dans une revue
Isabelle Hoxha, Sylvain Chevallier, Arnaud Delorme, Michel-Ange Amorim. Modality-specific predictive templates in pre-stimulus EEG activity. Neuropsychologia, 2026, 229, pp.109486. ⟨10.1016/j.neuropsychologia.2026.109486⟩. ⟨hal-05636990⟩
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Pré-publication, Document de travail
Edwige Chauvergne, Arnaud Prouzeau, Martin Hachet, Pierre Dragicevic. From Statistics to Individuals: An Exploration of Zoomable Empathic Visualizations. 2026. ⟨hal-05634940⟩
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Poster de conférence
Juliette Meunier, Sébastien Rimbert, Arnaud Prouzeau, Fabien Lotte. Toward a systematic review of collaborative tasks in EEG hyperscanning studies. Journées CORTICO 2026 – COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2026, Lille, France. ⟨hal-05634609⟩
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Pré-publication, Document de travail
Jean-Baptiste Malagnoux, Matthieu Kowalski. Connecting the Dots Between CDL and NMF: A Shared Framework for Time-Frequency Decomposition. 2026. ⟨hal-05635856⟩
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Chapitre d'ouvrage
Athanasios Vourvopoulos, Kyriaki Kostoglou, Marie-Constance Corsi, Sylvain Chevallier, Manuel Eder, et al.. Methods for brain–computer interfacing. Brain–Computer Interfaces, IOP Publishing, pp.4-1 — 4-78, 2026, 978-0-7503-5914-6. ⟨10.1088/978-0-7503-5914-6ch4⟩. ⟨hal-05633066⟩
Year of publication
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Communication dans un congrès
Estève Louis, Kaja Dobrovoljc. DELTA: A Toolkit for Measuring Linguistic Diversity in Dependency-Parsed Corpora. 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), Mar 2026, Rabat, Morocco. pp.75-85. ⟨hal-05629125⟩
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Pré-publication, Document de travail
Fabrice Popineau. Repenser l’évaluation à l’heure de l’iaIntelligence Artificielle générative : changer son objet plutôt que son format. 2026. ⟨hal-05630830⟩
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Article dans une revue
Mosayeb Shams, Debashis Panda, Abdullah Mahdi Abdal, Lyes Kahouadji, Seungwon Shin, et al.. Self-similar pinch-off in surfactant-laden flows in a capillary tube. Journal of Fluid Mechanics, 2026, 1035, pp.A35. ⟨10.1017/jfm.2026.11583⟩. ⟨hal-05630909⟩
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Communication dans un congrès
Shuxu Huffman, Michaela Okosi, Joe Merino, Paige Devries, Christian Vogler, et al.. XR for Whom? A Critical Review of Extended Reality Research on Deaf and Hard of Hearing Users Deaf Tech Conference 2026. 1st International Deaf Tech Conference, May 2026, Vienne, Austria. ⟨10.21942/uva.32090170.v6⟩. ⟨hal-05628514⟩
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Communication dans un congrès
Anastasiya Zakreuskaya, Ignacio Avellino, Wendy E. Mackay. Managing Medication Plans When Information Is Scattered: Clinicians’ Strategies and Tools. CHI 2026 – Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. pp.1-20, ⟨10.1145/3772318.3790884⟩. ⟨hal-05629050⟩
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Communication dans un congrès
Diandra Fabre, Julie Lascar, Julie Halbout, Markarit Vartampetian. Leveraging Text-side Augmentation For Sign Language Translation. LREC2026 12th Workshop on the Representation and Processing of Sign Languages: Language in Motion, May 2026, Palma De Majorque, Spain. ⟨10.63317/53aordwh6sf8⟩. ⟨hal-05627889⟩
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Article dans une revue
Sarah Bonnet, Iuliia Zhurakovskaia, Heidy Daumas, Rochelle Ackerley. Impact of Sensory Haptic Vibrotactile Feedback on Manual Dexterity in Augmented Reality. IEEE Transactions on Neural Systems and Rehabilitation Engineering, In press, 34, pp.1-1. ⟨10.1109/TNSRE.2026.3694231⟩. ⟨hal-05628670v2⟩
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Communication dans un congrès
Jenny Copara, Nona Naderi, Gilles Falquet, Douglas Teodoro. MeSH Concept Relevance and Knowledge Evolution: A Data-Driven Perspective. 12th International Conference on Information Management and Big Data. Communications in Computer and Information Science, Oct 2025, Lima (Pérou), Peru. pp.280-299, ⟨10.1007/978-3-032-20322-9_20⟩. ⟨hal-05625658⟩
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Communication dans un congrès
Hanane Kteich, Gianluca Quercini, Joe Raad, Fatiha Saïs. BEAM: A First Benchmark for Microdata Entity Alignment with Knowledge Graphs. The 41st ACM/SIGAPP Symposium On Applied Computing, Thessaloniki,, Mar 2026, Thessaloniki, Greece, Greece. ⟨10.1145/3748522.3779966⟩. ⟨hal-05609694⟩
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Communication dans un congrès, Communication dans un congrès
Lucas José Velôso de Souza, Ingrid Valverde Reis Zreik, Adrien Salem-Sermanet, Nacéra Seghouani, Lionel Pourchier. A Deep Learning-Based Approach for Mangrove Monitoring. ECML PKDD 2024 – Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2024, Vilnius, Lithuania. pp.242-253, ⟨10.1007/978-3-032-25311-8_20⟩. ⟨hal-05622381⟩
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Thèse
Victor Spitzer. Data-driven stochastic optimization for green hydrogen production planning and related single-item lot-sizing problems. Operations Research [math.OC]. Université Paris-Saclay, 2026. English. ⟨NNT : 2026UPASG022⟩. ⟨tel-05620127⟩
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Communication dans un congrès
Vincent Cavez, Kashif Imteyaz, Anne-Flore Cabouat. Structural Interaction: Shifting the Focus of User Interface Design. DIS 2026 – Designing Interactive Systems, ACM; DIS ’26 Companion: Companion Publication of the 2026 ACM Designing Interactive Systems Conference, Jun 2026, Singapore, Singapore. pp.513-517, ⟨10.1145/3802974.3809476⟩. ⟨hal-05617691⟩
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Communication dans un congrès
Clément Morand, Aina Rasoldier, Paul Gay. Not up to its critical perspective on digitalization: A Descriptive Analysis of How Sustainability is Approached in the ICT4S Conference. ICT4S, Jun 2026, Berne, France. ⟨hal-05615744⟩
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Communication dans un congrès
Lucas Heck dos Santos, João Guilherme Prado Barbon, Sylvain Chevallier, Denis G Fantinato. Non-Linear Activation Functions for Deep Riemannian Neural Networks. ESANN 2026 – 34th European Symposium on Artificial Neural Networks, Apr 2026, Bruges, Belgium. pp.535-540, ⟨10.14428/esann/2026.ES2026-312⟩. ⟨hal-05616889⟩
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Communication dans un congrès
Fanny Ducel, Lucie Digoin-Caparros, Ibrahim Al Kotob, Shayan Ahmed Shariff, Binesh Arakkal Remesh, et al.. Les benchmarks sont une source de biais des LLM : MMLU, CommonSenseQA et MGSM au microscope. TALN 2026 – 33e Conférence sur le Traitement Automatique des Langues Naturelles, Jun 2026, Nantes, France. ⟨hal-05618509⟩
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Communication dans un congrès
Alexandre Combeau, Vincent Guigue, Cristina Manfredotti, Fatiha Saïs, Stéphane Dervaux, et al.. Personalized Sequence Generation in Food Recommender Systems. The 41st ACM/SIGAPP Symposium On Applied Computing, Mar 2026, Thessaloniki, Greece. ⟨10.1145/3748522.3779963⟩. ⟨hal-05609698⟩
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Pré-publication, Document de travail
Hovhannes Margaryan, Quentin Bammey, Christian Sandor. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation. 2026. ⟨hal-05608105⟩
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Article dans une revue
Junxiu Tang, Lijie Yao, Lu Ying, Romain Vuillemot, Petra Isenberg. Diving Deep into Time: Temporal Arrangements for Embedded Visualization in Swimming Videos. IEEE Transactions on Visualization and Computer Graphics, 2026, pp.1-17. ⟨10.1109/TVCG.2026.3689361⟩. ⟨hal-05612503⟩
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Communication dans un congrès
Lixiang Zhao, Fuqi Xie, Tobias Isenberg, Hai-Ning Liang, Lingyun Yu. ScaleFree: Dynamic KDE for Multiscale Point Cloud Exploration in VRVirtual Reality. VRVirtual Reality 2026 – IEEE Conference on Virtual Reality and 3D User Interfaces, IEEE Computer Society, Mar 2026, Daegu, South Korea. pp.358-368, ⟨10.1109/VR67842.2026.00057⟩. ⟨hal-05611962⟩
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Article dans une revue
Ouxun Jiang, Camillia Matuk, Madhumitha Gopalakrishnan, Wen Xu, Jason Dykes, et al.. Design Guidelines for Animated Data Visualization Based on Perceptual Capacity Limits. Cognitive Research: Principles and Implications, 2026, 11 (1), pp.31. ⟨10.1186/s41235-026-00724-y⟩. ⟨hal-05612469⟩