Yoshua Bengio
researcherScientific Director / Turing Award Laureate at Mila / Université de Montréal
Canada
Pioneer of deep learning. 2018 Turing Award winner. Founder of Mila. Leading voice on AI safety and governance.
46 papers found
Spirit In the Shell: A Mathematically Plausible Pathway from Emotions to Metacognition in Artificial Intelligence Systems
Zenodo (CERN European Organization for Nuclear Research)2025138 citations
Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?
SuperIntelligence - Robotics - Safety & Alignment20258 citations
The First International AI Safety Report
SuperIntelligence - Robotics - Safety & Alignment202514 citations
Divergent Creativity in Humans and Large Language Models
arXiv (Cornell University)202412 citations
Efficient Causal Graph Discovery Using Large Language Models
arXiv (Cornell University)20245 citations
Government Interventions to Avert Future Catastrophic AI Risks
Harvard Data Science Review20245 citations
Machine Learning and Information Theory Concepts towards an AI Mathematician
Bulletin of the American Mathematical Society20245 citations
Foundational Challenges in Assuring Alignment and Safety of Large Language Models
arXiv (Cornell University)202413 citations
AI content detection in the emerging information ecosystem: new obligations for media and tech companies
Ethics and Information Technology20247 citations
Computing Power and the Governance of Artificial Intelligence
arXiv (Cornell University)202420 citations
Structure Language Models for Protein Conformation Generation
arXiv (Cornell University)20243 citations
Regeneration Learning: A Learning Paradigm for Data Generation
Proceedings of the AAAI Conference on Artificial Intelligence20245 citations
Sources of richness and ineffability for phenomenally conscious states
Neuroscience of Consciousness202413 citations
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
arXiv (Cornell University)20243 citations
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems
arXiv (Cornell University)202412 citations
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
arXiv (Cornell University)20244 citations
RECOVER identifies synergistic drug combinations in vitro through sequential model optimization
Cell Reports Methods202317 citations
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness
arXiv (Cornell University)2023182 citations
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
arXiv (Cornell University)2023146 citations
Responses of pyramidal cell somata and apical dendrites in mouse visual cortex over multiple days
Scientific Data20237 citations
Generative AI models should include detection mechanisms as a condition for public release
Ethics and Information Technology202331 citations
Responses to Pattern-Violating Visual Stimuli Evolve Differently Over Days in Somata and Distal Apical Dendrites
Journal of Neuroscience202312 citations
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
arXiv (Cornell University)20234 citations
Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
arXiv (Cornell University)20239 citations
GEO-Bench: Toward Foundation Models for Earth Monitoring
arXiv (Cornell University)202317 citations
Multi-Fidelity Active Learning with GFlowNets
arXiv (Cornell University)20234 citations
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution.
PubMed202319 citations
The Effect of Diversity in Meta-Learning
Proceedings of the AAAI Conference on Artificial Intelligence20235 citations
A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
arXiv (Cornell University)202332 citations
Simulation-free Schrödinger bridges via score and flow matching
arXiv (Cornell University)20235 citations
Crystal-GFN: sampling crystals with desirable properties and constraints
arXiv (Cornell University)20235 citations
Amortizing intractable inference in large language models
arXiv (Cornell University)20233 citations
International Institutions for Advanced AI
arXiv (Cornell University)202318 citations
Hyena Hierarchy: Towards Larger Convolutional Language Models
arXiv (Cornell University)202375 citations