MANTRA: The Manifold Triangulations AssemblageInternational Conference on Learning Representations (ICLR), 2024 |
Simplicity within biological complexityBioinformatics Advances (BA), 2024 |
Tensor-view Topological Graph Neural NetworkInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
Saliency-Aware Regularized Graph Neural NetworkArtificial Intelligence (AI), 2024 |
Topological Pooling on GraphsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
Graph Pooling for Graph Neural Networks: Progress, Challenges, and
OpportunitiesInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 |
Understanding Pooling in Graph Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 |
Weisfeiler and Lehman Go Topological: Message Passing Simplicial
NetworksInternational Conference on Machine Learning (ICML), 2021 |
Graph representation forecasting of patient's medical conditions:
towards a digital twinmedRxiv (medRxiv), 2020 |