Program

Thursday 25th September

• 08:45 - 09:15 Coffee & Registration
• 09:15 - 09:20 Opening speech
• 09:20 - 09:25 Presentation IDIA
• 09:30 - 10:30 Keynote: Learning with Missing Values: Theoretical Insights and Practical Recommendations, Marine Le Morvan, INRIA, Research Scientist
• 10:30 - 11:00 Coffee break
• 11:00 - 12:20 Student presentations
  • [Slides] Assessing scientific (dis)agreement: a cross-disciplinary approach to rhetorical citation classification using language model transfer, Anne-Sophie Foussat, Vincent Guigue, Nicolas Sauvion, Robert Bossy, Claire Nédellec
  • [Slides] Automated Motif Extraction from Folktales Using Large Language Models, Saba Shahsavari, Alessa Mayer, Fabian M. Suchanek
  • [Slides] Robustness to Low-Frequency Noise in Pitch Estimation, Yifei Wang
  • [Slides] Veriscite: A Resource for Scientific Claim Verification, Lucía Catalán Gris, Kim Gerdes
• 12:20 - 13:20 Lunch break
• 13:20 - 14:20 Keynotes: Privacy in Machine Learning, Aurélien Bellet, INRIA, Senior Researcher
• 14:20 - 15:40 Students presentations:
  • First Steps Towards Generalist Multi-View 360° Panorama Generation, Simon Coessens, Akash Malhotra, Nacera seghouani Best Presentation Award
  • [Slides] Symbolic Regression for Turbulent Convection: Predicting Wall Quantities in Rayleigh–Bénard Flows, Lylian Challier
  • [Slides] GaussianDiffusion: Learning Image Generation Process in Gaussian Representation Space, Arijit Samal, Simon Coessens, Akash Malhotra, Nacera seghouani
  • AI-driven Pipeline for Intrabody Design: Predicting and Optimizing Intracellular Stability of Nanobodies, Savelii Komlev
• 15:40 - 15:50 JDSE’s 10th anniversary quizz
• 15:50 - 17:30 Student poster session n°1 (pitch and poster):
  • [Slides][Poster] Airport energy optimization with AI and Optimal Control, Gabriel Gros
  • [Slides][Poster] Context-Aware Location Privacy-Preserving System for Multi-modal Transportation, Huyen-Trang Le, Mariana Cunha, João P. Vilela, Nazim Agoulmine
  • [Slides][Poster] Analyzing Menstrual Cycle Awareness in LLM-Generated Fitness Advice, Alessa Mayer
  • [Slides] Generative kernel embedding for weighted directed networks, Erwan CELANIE, Alex Barbier Chebbah, Christian L Vestergaard, Jean Baptiste Masson
  • [Slides] Exact Multiple Change-Point Detection Via Smallest Valid Partitioning, Alexandre Combeau, Vincent Runge, Gaetano Romano, Anica Kostic
  • [Slides] Neural network growth through functional gradient descent, Théo Rudkiewicz, Manon Verbockhaven, Sylvain Chevallier, Guillaume Charpiat
  • [Slides][Poster] On the Combination of Tensor Decomposition and Quantization for CNN Compression, Clément Laroudie, Mohamed Ouerfelli
  • [Slides][Poster] Biomedical hallucination detection of LLMs using Med-HALT and HaloScope frameworks, Idrissa Mahamoudou Dicko, Nona Naderi Best Poster Award
  • [Slides] WINN: WOFOST Insights in Neural Networks, Julian Agudelo, Vincent Guigue, Manfredotti Cristina, Evelyne Lutton
  • [Slides] Measuring Semantic Change in Scientific Literature using SciBERT, Jianying LIU

Friday 26th September

• 9:00 Registration
• 9:10 - 9:15 Presentation DATAIA
• 9:20 - 10:20 Keynote:
  • Multimodal Biometric Intelligence: From Academic Research to Industry Applications, Silvia Tulli, Senior Researcher, HABS
  • The Application of Agentic AI in Network Automation, Sihem Cherrared, Research Engineer, Orange
• 10:20 - 11:30 Student poster session n°2 (pitch and poster) with coffee break:
  • [Slides] Sensor Fusion via Optimal Transport, Ilyes Jaouedi, Gilles Chardon, José Picheral
  • [Slides] Evaluation of LLMs with RAG for Factual Verification in the Biomedical Domain, Lidan Zhang, Louise Deléger, Olivier Inizan, Arnaud Ferré Best Poster Award
  • [Slides][Poster] Towards Better Identification of Fact Tables in Statistical Spreadsheets, Paul Kronlund-Drouault
  • [Slides][Poster] From Unstructured Text to Knowledge Graphs : Towards More Reliable RAG Systems, Khadija ABATTANE
  • [Slides] Classifier uncertainty beyond calibration, Sébastien Melo, Marine Le Morvan, Gaël Varoquaux
  • [Slides] AtomicEval: Evaluation Framework for Atomic Proposition Autonomy with French Propositioner, Luc Pommeret
  • [Slides] Online Shuffling for Online Machine Learning and Progressive Visualization, Pavlo Poliuha, Francesca Bugiotti, Benoît Groz, Jean-Daniel Fekete
  • [Slides][Poster] Leveraging Large Language Models for maintaining scientific multilingual documents, Yehor KOROTENKO
• 11:30 - 12:50 Student presentations:
  • [Slides] Revisiting Optimal Class Ratios in Imbalanced Learning, Baptiste PRAS
  • [Slides] Entity InfoCards from Heterogeneous Data Lakes, Saba Shahsavari
  • [Slides] Data-Driven Tensor Decomposition: A New Approach to Compressing CNNs, Alper KALLE, Théo Rudkiewicz, Mohamed Ouerfelli, mohamed Tamaazousti
  • [Slides] A Logic-based Model for the Detection of Fixation Bias, Gabrielle Porcher, Frédéric Boulanger, Nicolas Sabouret
• 12:50 - 13:00 Video of JDSE’s 10th anniversary
• 13:00 - 13:15 Best presentation and poster awards
• 13:15 Lunch