| 2026 |
Toward socially responsible artificial intelligence approaches for fake news detection |
Sallami, Dorsaf |
Aïmeur, Esma; Brassard, Gilles |
| 2026 |
Improving reasoning in large language models |
Hosseini, Seyedarian |
Courville, Aaron; Sordoni, Alessandro |
| 2026 |
Improving language models for underserved languages and communities |
Emezue, Chris Chinenye |
Pal, Christopher |
| 2026 |
A fully reproducible C toolchain rooted on POSIX shell |
Huberdeau, Laurent |
Feeley, Marc |
| 2026 |
Expansion d’aléa via les jeux non-locaux compilés |
Li, Ding Wen |
Lamontagne, Philippe |
| 2026 |
The spectrum of structured reasoning in multimodal foundation models |
Wu, Sifan |
Liu, Bang |
| 2026 |
Alignement multi-agents de modèles de langage pour la génération de code guidée par des préférences multiples |
Petrenko, Maxime |
Sahraoui, Houari |
| 2026 |
Probing the temporal reasoning capabilities of dynamic graph learning models |
Dizaji, Alireza |
Rabusseau, Guillaume |
| 2026 |
Solar flare prediction from magnetogram data : a comparative study of image and spatio-temporal deep learning models |
Garmaev, Danil |
Meunier, Jean |
| 2026 |
Applications of machine learning for biodiversity monitoring |
Teng, Mélisande |
Bengio, Yoshua; Larochelle, Hugo; Rolnick, David |
| 2026 |
Empowering rationale-aware commit-based development |
Dhaouadi, Mouna |
Famelis, Michalis; Nie, Jian-Yun |
| 2026 |
Neural architectures for visual reasoning |
Michalski, Vincent |
Vincent, Pascal; Precup, Doina |
| 2026 |
Exos : conception d’un dispositif numérique pour l’apprentissage personnalisé du français écrit en contexte scolaire québécois |
Sageau, Joël |
Nie, Jian-Yun |
| 2026 |
Programmes à évaluation unique sur un canal à haut taux d’effacement dans le modèle à mémoire quantique bornée |
Pilon-Senterre, Charlie |
Salvail, Louis |
| 2026 |
Differential harmonic exponential filter for state estimation |
Arora, Ria |
Wolf, Guy; Paull, Liam |
| 2026 |
Towards efficient, reliable and measurable vision-language systems |
Mañas Sanchez, Oscar |
Agrawal, Aishwarya |
| 2026 |
Concept-based methods for improving large language model performance in healthcare and scientific applications |
Qin, Jeremy |
Liu, Bang; Nguyen, Quoc |
| 2026 |
Scaling language models beyond short contexts : architectural innovations and task-specific adaptations for long-sequence understanding |
Wang, Suyuchen |
Liu, Bang |
| 2026 |
Toward efficient and scalable optimization : theoretical insights and practical challenges |
Naganuma, Hiroki |
Mitliagkas, Ioannis |
| 2026 |
Advantage alignment and large language models |
Piche, Dereck |
Courville, Aaron |
| 2026 |
A Tutte-like theorem for injective flows on meshes |
Kaushik, Darsh |
Aigerman, Noam |
| 2025 |
Interpreting and generating drawings via learning, geometry processing, and optimization |
Puhachov, Ivan |
Bessmeltsev, Mikhail |
| 2025 |
Vers des jumeaux numériques intelligents en agriculture en environnement contrôlé : contributions conjointes en détection de fruits par vision et en simulation trans-domaines. |
Amiri, Mansoorali |
Sahraoui, Houari |
| 2025 |
Technical methods for governing AI agents |
Chan, Alan |
Le Roux, Nicolas; Krueger, David |
| 2025 |
Machine learning through the sciences of the artificial |
Diaz Cabrera, Manfred Ramon |
Paull, Liam |
| 2025 |
Connecting neural networks, automata theory and tensor network methods for sequence data learning |
Lizaire, Maude |
Rabusseau, Guillaume |
| 2025 |
3D generative models and score-based diffusion in function space |
Lim, Jae Hyun |
Pal, Christopher |
| 2025 |
Resource allocation under stochastic demand : applications in ridesharing and home healthcare systems |
Nguyen, Ngoc-Dai |
Lahrichi, Nadia |
| 2025 |
Matrix theory and hardware implementation of linear recurrences |
Secrieru, Dragos |
Bengio, Yoshua |
| 2025 |
Rapid prototyping for systematic reuse in compartmental models |
Fiyouzisabah, Zahra |
Famelis, Michalis |
| 2025 |
Nouvelle contraction algébrique appliquée au problème de tarification de réseau |
Hébert-Doutreloux, Julien |
Carvalho, Margarida; Frejinger, Emma |
| 2025 |
LLMs for experiment design in scientific domains : are we there yet? |
Gupta, Rushil |
Liu, Bang |
| 2025 |
Towards more robust theoretical frameworks for deep neural network optimization |
Guille-Escuret, Charles |
Mitliagkas, Ioannis |
| 2025 |
Combining large language models with static analyzers for code review generation |
Jaoua, Imen |
Sahraoui, Houari |
| 2025 |
Cracks in the platform : detecting inconsistencies and workarounds in low-code applications |
Zaheri, MohammadAmin |
Famelis, Michalis; Syriani, Eugene |
| 2025 |
Learning equivalence hash functions |
Duchesneau, Mathieu |
Tapp, Alain |
| 2025 |
Interactive hashing against quantum adversaries |
Thibodeau, Louis-Charles |
Salvail, Louis |
| 2025 |
Revisiting the security of quantum bit commitment schemes |
Medhioub, Khaireddine |
Salvail, Louis |
| 2025 |
Enhancing electrophysiology imaging through artificial intelligence |
Dehgan, Arthur |
Jerbi, Karim; Rish, Irina |
| 2025 |
Évaluation de la confiance dans les modèles épidémiologiques guidée par la provenance : une approche de manipulation formelle des modèles |
Hamedani, Sarina |
Famelis, Michalis |
| 2025 |
Building awareness and safeguarding privacy : the development of DEDALUS and ICARUS for image privacy classification |
Rocha De Alba, Hugo |
Aïmeur, Esma |
| 2025 |
Problèmes de localisation avec équilibrage |
Kadri, Anis |
Gendreau, Michel |
| 2025 |
Improving lexical diversity of neural machine translation using GAN and knowledge distillation |
Pratti, Sree Rama Sanjeev |
Langlais, Philippe |
| 2025 |
Multi-contrast image-to-image translation for axon and myelin segmentation |
Katoch, Nishka |
Wolf, Guy; Cohen-Adad, Julien |
| 2025 |
Learning under constraints |
Misra, Diganta |
Rish, Irina |
| 2025 |
Scam detection with large language models : multimodal risk analysis of URLs and chat messages |
Chang, Yuan-Chen |
Aïmeur, Esma |
| 2025 |
Improving object detection with knowledge graph |
Chehire, Antoine |
Langlais, Philippe |
| 2025 |
Evaluating and improving mathematical reasoning in large language models via skill combinations |
Shah, Vedant |
Bengio, Yoshua; Goyal, Anirudh |
| 2025 |
Modeling cellular response to biological perturbations |
Bertin, Paul |
Bengio, Yoshua |
| 2025 |
A survey of state representation learning for deep reinforcement learning |
Echchahed, Ayoub |
Castro, Pablo Samuel |