Higher-order topological kernels via quantum computationInternational Conference on Quantum Computing and Engineering (QCE), 2023 |
On the Expressivity of Persistent Homology in Graph LearningLOG IN (LOG IN), 2023 |
Curvature Filtrations for Graph Generative Model EvaluationNeural Information Processing Systems (NeurIPS), 2023 |
The magnitude vector of imagesJournal of Applied and Computational Topology (JACT), 2021 |
Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and
Practical SolutionsInternational Conference on Learning Representations (ICLR), 2021 |
A Domain-Oblivious Approach for Learning Concise Representations of
Filtered Topological Spaces for ClusteringIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 |
A Progressive Approach to Scalar Field TopologyIEEE Transactions on Visualization and Computer Graphics (TVCG), 2020 |
Progressive Wasserstein Barycenters of Persistence DiagramsIEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019 |