Asynchronous Algorithmic Alignment with CocyclesLOG IN (LOG IN), 2023 |
Neural Algorithmic Reasoning for Combinatorial OptimisationLOG IN (LOG IN), 2023 |
DRew: Dynamically Rewired Message Passing with DelayInternational Conference on Machine Learning (ICML), 2023 |
Memory-Augmented Graph Neural Networks: A Brain-Inspired ReviewIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022 |
Graph neural networks for materials science and chemistryCommunications Materials (Commun. Mater.), 2022 |
The CLRS Algorithmic Reasoning BenchmarkInternational Conference on Machine Learning (ICML), 2022 |
Graph Neural Networks are Dynamic ProgrammersNeural Information Processing Systems (NeurIPS), 2022 |
Algorithmic Concept-based Explainable ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2021 |
Combinatorial optimization and reasoning with graph neural networksInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 |