| Date et lieu | Titre | Auteurs | Conférence | Laboratoire | Domaine de spécialisation |
| 2026 Brésil | Saddle-To-Saddle Dynamics in Deep ReLU Networks: Low-Rank Bias in the First Saddle Escape | Ioannis Bantzis, James Simon, Arthur Jacot | ICLR 2026 – The Fourteenth International Conference on Learning Representations | Theory of Machine Learning Lab (TML) | Machine Learning, Deep Learning Theory |
| 2026 Brésil | Gradient-Normalized Smoothness for Optimization with Approximate Hessians | Andrei Semenov, Martin Jaggi, Nikita Doikov | ICLR 2026 – The Fourteenth International Conference on Learning Representations | Machine Learning and Optimization Lab (MLO) | Optimization |
| 2026 Espagne | AI Meets Mathematics Education: A Case Study on Supporting an Instructor in a Large Mathematics Class with Context-Aware AI | Jérémy Valentin Barghorn, Anna Sotnikova, Sacha Friedli, Antoine Bosselut | ACM (Association for Computing Machinery) 2026 Conference on Human Factors in Computing Systems (CHI) | Natural Language Processing Lab (NLP) | NLP, Human-Computer Interaction |
| 2026 Maroc | ConLID: Supervised Contrastive Learning for Low-Resource Language Identification | Negar Foroutan, Jakhongir Saydaliev, Grace Kim, Antoine Bosselut | EACL 2026 – The 19th Conference of the European Chapter of the Association for Computational Linguistics | Natural Language Processing Lab (NLP) | Multilinguality |
| 2025 Etats-Unis | Reverse-Engineering Memory in DreamerV3: From Sparse Representations to Functional Circuits | Jan Sobotka, Auke Ijspeert, Guillaume Bellegarda | NeurIPS 2025 – The Thirty-Ninth Annual Conference on Neural Information Processing Systems, Mechanistic Interpretability Workshop | Biorobotics Lab (BIOROB) | Machine Learning, Reinforcement Learning |
| 2025 Etats-Unis | Weak-to-Strong Generalization under Distribution Shifts | Myeongho Jeon, Jan Sobotka, Suhwan Choi, Maria Brbic | NeurIPS 2025 – The Thirty-Ninth Annual Conference on Neural Information Processing Systems | Machine Learning for Biomedicine (MLBIO) | Machine Learning |
| 2025 Chine | GRAD: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning | Oussama Gabouj, Kamel Charaf, Ivan Zakazov, Nicolas Baldwin, Robert West | EMNLP 2025 – Conference on Empirical Methods in Natural Language Processing | Data Science Lab (DLAB) | NLP, Reinforcement Learning |
| 2025 Canada | IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic | Stefano Viel, Luca Viano, Volkan Cevher | ICML 2025 – The Forty-Second International Conference on Machine Learning | Laboratory for Information and Inference Systems (LIONS) | Reinforcement Learning |
| 2025 Etats-Unis | Continual Reinforcement Learning via Autoencoder-Driven Task and New Environment Recognition | Zeki Doruk Erden, Donia Gasmi, Boi Faltings | AAMAS 2025 – The 24th International Conference on Autonomous Agents and Multiagent Systems | Artificial Intelligence Laboratory (LIA) | Machine Learning (cs.LG); Artificial Intelligence (cs.AI) |
| 2025 Etats-Unis | A Logical Fallacy-Informed Framework for Argument Generation | Luca Mouchel, Debjit Paul, Shaobo Cui, Robert West, Antoine Bosselut, Boi Faltings | NAACL 2025 – Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics | Artificial Intelligence Laboratory (LIA) | NLP, Alignment |
| 2025 Inde | What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain | Petr Grinberg; Ankur Kumar; Surya Koppisetti; Gaurav Bharaj | ICASSP 2025 – IEEE International Conference on Acoustics, Speech, and Signal Processing | Reality Defender | Deep Learning, Explainable Artificial Intelligence (XAI), Deepfake Detection |
| 2025 Etats-Unis | System F^w with Coherent Implicit Resolution | Eugène Flesselle | POPL 2025 (Graduate Student Research Competition) | Programming Methods Laboratory (LAMP) | Programming Languages |
2024
Autriche | Existential Containers in Scala | Dimitri Racordon, Eugène Flesselle, Matthieu Bovel | MPLR 2024 – The 21st International Conference on Managed Programming Languages and Runtimes | Programming Methods Laboratory (LAMP) | Programming Languages |
2024
Grèce | Training Visual Language Models with Object Detection: Grounded Change Descriptions in Satellite Images | João Luis Prado Vieira, Syrielle Montariol, Javiera Castillo Navarro, Devis Tuia, Antoine Bosselut | 2024 IEEE International Geoscience and Remote Sensing Symposium | Environmental Computational Science and Earth Observation Laboratory (ECEO) | Remote Sensing, Vision Language Models, Object Detection |
2024
Inde | SQIPrime: A Dimension 2 Variant of SQISignHD with Non-smooth Challenge Isogenies | Max Duparc, Taki Boris Fouotsa | Asiacrypt 2024 | Security and Cryptography Laboratory (LASEC) | Post-quantum cryptography |
2024
Thaïlande | Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm | Shaobo Cui*, Yiyang Feng*, Yisong Mao, Yifan Hou, Boi Faltings (*equal contribution) | ACL 2024 – The 62nd Annual Meeting of the Association for Computational Linguistics | Artificial Intelligence Laboratory (LIA) | Natural Language Processing – Resources and Evaluation |
2024
Autriche | Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations | Justin Deschenaux, Igor Krawczuk, Grigorios Chrysos, Volkan Cevher | ICML 2024 – The Forty-First International Conference on Machine Learning | Laboratory for Information and Inference Systems (LIONS) | Machine learning, modèles génératifs |
2024
Italie | A Coq Mechanization of JavaScript Regular Expression Semantics | Noé De Santo, Aurèle Barrière, Clément Pit-Claudel | ICPF 2024 – 29th ACM SIGPLAN International Conference on Functional Programming | Systems and Formalism Lab (SYSTEMF) | Programmation fonctionnelle |
2024
Autriche | Unraveling the Key Components of OOD Generalization via Diversification | Harold Benoit, Liangze Jiang, Andrei Atanov, Oğuzhan Fatih Kar, Mattia Rigotti, Amir Zamir | ICLR 2024 – The Twelfth International Conference on Learning Representations | Visual Intelligence and Learning Lab (VILAB)
| Apprentissage automatique, Robustesse |
2023
Etats-Unis | Maximum Independent Set: Self-Training through Dynamic Programming | Lorenzo Brusca, Lars C.P.M. Quaedvlieg, Stratis Skoulakis, Grigorios Chrysos, Volkan | NeurIPS 2023 – The Thirty-seventh Conference on Neural Information Processing Systems | Laboratory for Information and Inference Systems – (LIONS) | Optimisation combinatoire, réseaux neuronaux graphiques, apprentissage auto-supervisé |
2023
Inde | Understanding Revision Behavior in Adaptive Writing Support Systems for Education | Luca Mouchel, Thiemo Wambsganss, Paola Mejia-Domenzain, Tanja Käser | 16th International Conference on Educational Data Mining 2023 | Machine Learning for Education Laboratory
(ML4ED) | Exploration de données |
2023
Chine | Cybersickness assessment framework (CSAF): An Open Source Repository for Standardized Cybersickness Experiments | Adriano Viegas Milani; Nana Tian; Ronan Boulic | 30th IEEE Conference on Virtual Reality and 3D User Interfaces – IEEEVR 2023 Shanghai | Immersive Interaction Group (IIG) | Réalité virtuelle |
2023
Canada | Odyssey: A Journey in the Land of Distributed Data Series Similarity Search | Manos Chatzakis (EPFL); Panagiota Fatourou (University of Crete); Eleftherios Kosmas (University of Crete); Themis Palpanas (Université Paris Cité); Botao Peng (Institute of Computing Technology, Chinese Academy of Sciences) | VLBD 49th International Conference on Very Large Data Bases 2023 | EPFL | Systèmes distribués, bases de données, séries de données |
2023
Etats-Unis | Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial Attacks | Yulun Jiang, Chen Liu, Zhichao Huang, Mathieu Salzmann, Sabine Süsstrunk | ICML International Conference on Machine Learning 2023 | Image and Visual Representation Lab (IVRL) | Apprentissage automatique, robustesse adversarial |
| 2023 Grèce | PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples | Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumuş, Sabine Süsstrunk | IEEE International Conference on Acoustics, Speech and Signal Processing – ICASSP 2023 | Image and Visual Representation Lab (IVRL) | Modélisation du bruit d’image |
| 2022 Israël | Robustness of Embodied Point Navigation Agents | Frano Rajič | 17th European Conference on Computer Vision – ECCV 2022 | EPFL | Intelligence artificielle |
| 2022 Etats-Unis | Robust Binary Models by Pruning Randomly-initialized Networks | Chen Liu, Ziqi Zhao, Sabine Süsstrunk and Mathieu Salzmann | 36th Conference on Neural Information Processing Systems – NeurIPS 2022 | Image and Visual Representation Lab (IVRL) | Apprentissage automatique, robustesse adversariale, élagage du réseau |
2022
Online | Changing Finger Movement Perception: Influence of Active Haptics on Visual Dominance | Loën Boban, David Pittet, Bruno Herbelin and Ronan Boulic | Frontiers in Virtual Reality (Journal) | Immersive Interaction Group (IIG) | Réalité virtuelle |
2022
Online | Unambiguous DNFs and Alon-Saks-Seymour | Kaspars Balodis, Shalev Ben-David, Mika Göös, Siddhartha Jain, Robin Kothari | IEEE Symposium on Foundations of Computer Science (FOCS) | Theory of Computation lab (THL5) | Informatique théorique |
2021
Online | Assessing the Impact of Mixed Reality Immersion on Presence and Embodiment | Alexandre Abbey, Thibault Porssut, Bruno Herbelin and Ronan Boulic | ACM Motion in Games | Immersive Interaction Group (IIG) | Réalité virtuelle |
2019
Autriche | Self-Attention for Speech Emotion Recognition | Lorenzo Tarantino, Philip N. Garner, Alexandros Lazaridis | Interspeech | Swisscom | Informatique / Apprentissage profond |
| 2019 Canada | Motion Capture from Pan-Tilt Cameras with Unknown Orientation | Roman Bachmann, Jörg Spörri, Pascal Fua, Helge Rhodin | International Conference on 3D Vision (3DV) | Laboratoire de vision par ordinateur (CVLAB) | Vision 3D par ordinateur, capture de mouvement, deep learning |
2018
Suède | Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings | Mladen Dimovski, Claudiu Musat, Vladimir Ilievski, Andreea Hossmann, Michael Baeriswyl | International Joint Conference on Artificial Intelligence (IJCAI) | Laboratoire de communications et d’applications informatiques
(LCA3) | Traitement du langage naturel |
2018
États-Unis | Quootstrap: Scalable Unsupervised Extraction of Quotation-Speaker Pairs from Large News Corpora via Bootstrapping | Dario Pavllo, Tiziano Piccardi, Robert West | International AAAI Conference on Web and Social Media (ICWSM) | Data Science Lab (DLAB) | Sciences sociales computationnelles et extraction d’information |
2018
Singapour | Putting Figures on Influences on Moroccan Darija from Arabic, French and Spanish using the WordNet | Khalil Mrini, Francis Bond | Global WordNet Conference | Computational Linguistics Lab, Nanyang Technological University (Singapore) | Traitement automatique du langage naturel |
2017
Maroc | Building the Moroccan Darija WordNet (MDW) using Bilingual Resources | Khalil Mrini, Francis Bond | Conférence Internationale sur le Langage Naturel, le Signal et le Traitement de la Parole (ICNLSSP) | Computational Linguistics Lab, Nanyang Technological University (Singapore) | Traitement automatique du langage naturel |
2017
Espagne | Robust real-time finger tracking with neural networks | Dario Pavllo, Thibault Porssut, Bruno Herbelin, Ronan Boulic | ACM Motion in Games | Immersive Interaction Group (IIG) | Réalité virtuelle |
