Keynote talk: Maxime Di Folco, Associate Professor at Télécom Paris Chair : Ikhlas Enaieh
Multimodal Representation Learning for Clinical Decision Support from Vision and Tabular Data
10:10 – 10:25
Presentation : DATAIA
10:25 – 10:55
Coffee break
10:55 – 12:10
Student presentations Chair : Victor Manach
STRABLE: Benchmarking Tabular Machine Learning with Strings - Gioia Blayer, Myung Jun Kim, Félix Lefebvre, Lennart Purucker, Alan Arazi, Eilam Shapira, Roi Reichart, Frank Hutter, Marine Le Morvan, David Holzmüller, Gaël Varoquaux
More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMs - Marina Igitkhanian, Erik Arakelyan
Multi-Scale Deep Forecasting with Plausibility-Constrained What-If Generation: An Application for Milk Production - Ismail Elyousfi, Julian Agudelo, Cristina Manfredotti
Physics-Informed Super-Resolved Ultrasonic Imaging - Kadidiatou Diallo, Fred Maurice Ngolè Mboula, Florian Le Bourdais
Towards Baseline-Free Guided-Wave Damage Characterization Using Multimodal Deep Learning - Amira Yassine, Robin Guyon, Guillemette Ribay
12:10 – 12:40
Keynote talk: Eugene Ndiaye, ML Research Scientist Chair : Ikhlas Enaieh
Conformal Prediction through the Lens of Optimal Transport
12:40 – 14:00
Lunch break
14:00 – 14:30
Keynote talk: François Charton, Research Engineer at Axiom Math Chair : Jules Soria
Generative models for combinatorics
14:30 – 15:45
Student presentations Chair : Julian Agudelo
Bayesian reduced-order model for uncertainty-aware forecast of noisy dynamical systems - Federico Risi, Salvatore Iavarone, Bérengère Podvin
Multimodal Large Language Models Are Not Calibrated - Maëliss de Beaumont, Simon Roschmann, Zeynep Akata
Multimodal Extraction of Clinical Information from Digitized Patient Records and Gold Standard Evaluation in the Context of Sepsis - Lamis Dridi, Yasmina Sadi, Djilali Annane, Nicholas Heming, Zaineb Chelly Dagdia Garcia
Privacy of Representations in the Era of Transformer-based Vision Foundation Models - Teodora Maria Serban, Cédric Adjih, Nicolas Anciaux, Xiao Zhang, Emmanuel Baccelli
Prognosis and Health Management of Workstations using Machine Learning - Ahmadou Kabir Saleh, Killian Murphy, Hind Castel, Sandrine Vaton
Geometry of Reasoning Trajectories in Recurrent-Depth Transformers - Marina Igitkhanian, Taisiia Zlotnikova, Iana Fitkovskaia, Alina Salimova
Generalization and Interpretability of U-Net and EOF–CCA in Temperature Downscaling Across Climates - Riccardo Squarcia, Nina Öhlckers, Alexander Thorneloe, Gerrit Lohmann
Point-Based Counting of Cereals and Legumes in Intercropped Fields - Baptiste Pras
🏆 Awarded : Best poster. Data Quality Across Relational Tables: Detecting Semantic Coherence Violations - Anaïs Nait Atmane
Towards Immersive Data Annotation for Artificial Intelligence: A Case Study in Named Entity Recognition - David ADAMOV, Alexandre Kabil, Arnaud Ferré
Out-of-distribution detection for deep-learning models based on data depth - Do Huu Quan, Pavlo Mozharovskyi
Natural Language Inference using Enhanced Knowledge Graphs for Multi-Hop Reasoning - Younes Boufouss, Luc Pommeret
Conformally Calibrated Realism and Novelty Assessment for Image Generative Models - Felix Blanchard, Anh-Khoa Ngo-Ho
Short-Term Regional Chlorophyll Forecasting: From Chlorophyll Memory to Physical and Transport-Aware Representations - Matteo Faverio
An Interactive Framework for Named Entity-Based Reproducibility Analysis of Bioinformatics Workflows - Sukhjot Kaur, Clemence Sebe, Olivier Ferret, Sarah Cohen-Boulakia, Aurélie Névéol
Evaluating LLM-Based Approaches for Gene Normalization on the NLM-Gene Benchmark - Xiaomeng Li, Nona Naderi, Louise Deléger, Arnaud Ferré
Inference of spatio-temporal stochastic recurrence - Francis Jégou, Gloria Buritica Borda, Lucia Clarotto
Integrating Mobility and Performance Data for Fine-Grained Network Analysis - Falguny Barua Ema, Anne Josiane Kouam, Aline Carneiro Viana, Antonio Guto Rocha
Quantifying Finite-Sample Error of CUT-DR Learners for RMST Contrasts - Emma Cussenot, Julie Alberge, Judith Abécassis, Gaël Varoquaux
Variational framework for infinitely deep transformers in the mean-field regime of tokens - Denis Grange, Pascal Bianchi, Walid Hachem
Clustering Adolescent Scooter Crashes in Île-de-France - Ayoub Tariq, Biao Yin, Pauline Michel
Reconstructing Time-Resolved Wake Dynamics from Sparse PIV-like Measurements: A Comparison of Classical and Data-Driven Methods - Vahe Pinachyan, Onofrio Semeraro, Bérengère Podvin
Utility-Peak Itemset Mining with Constraint Programming - Chaima Hamdi, Nadjib Lazaar, Nassim Belmecheri, Djawad Bekkoucha, Said Jabbour, and Lakhdar Saïs
Day 2 : Friday 25th of September
Time
Session
Details
08:45 – 09:15
Welcome Coffee & Registration
09:15 – 10:15
Student presentations Chair : Judith Coutrot
Dynamic Exogenous Context for Implicit Neural Representations: A Continuous Alternative to LSTMs in Time Series Forecasting - Jessy Azizi, Vincent Guigue, Sophie Martin
Schema.org-Guided Knowledge Graph Construction from News Articles with Large Language Models - Marwah Sulaiman, Gianluca Quercini, Fatiha Saïs
🏆 Awarded : Best presentation. LLMThings: Experimentation Platform for Language Agents-Based Orchestration of IoT Systems - Anais Sadoudi, Huyen Trang Le, Massinissa Hamidi
α-CBM: Label-Free Concept Bottleneck Models for Audio - Amine Maazizi, Adam Gassem
10:15 – 10:30
Presentation : Open Science
10:30 – 11:00
Coffee break
11:00 – 11:45
Student presentations Chair : Victor Manach
Hybrid Evaluation and Reconciliation of Graph and Text Evidence in Heterogeneous Data Lakes - Sarra Tlili, Benoît Groz, Pierre-Henri Paris, Fatiha Saïs
An Ontology-Based Planning Approach for Autonomous Systems - Andy Torres, Raphaël Lallement, Adriana Tapus
Upgrading a framework doing hallucination correction with a VLM and external tools - Damien Alouges
11:45 – 12:25
Keynote talk: Jerome Lang, Director of LAMSADE, CNRS Chair : Jules Soria
AI, computational social choice, and democracy: ten little talks (a tribute to Agatha Christie)
12:25 – 12:35
Best poster and best presentation awards Chair : Ikhlas Enaieh