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DOI: 10.4121/9c44a9ef-0f38-4342-896f-31247ecd56bd

Yang, Maosheng (2025): Code underlying 4 publications on Learning on Simplicial Complexes. Version 8. 4TU.ResearchData. collection. https://doi.org/10.4121/9c44a9ef-0f38-4342-896f-31247ecd56bd.v8

Version 7 - 2025-05-26 Version 6 - 2025-05-26 Version 5 - 2025-05-26 Version 4 - 2025-05-26 Version 3 - 2025-05-26 Version 2 - 2025-05-26 Version 1 - 2025-05-24

Categories

• Artificial Intelligence and Image Processing
• Information and Computing Sciences

Keywords

Convolution Gaussian processes generative models neural networks simplicial complexes topology

by Maosheng Yang

This collections contains implementations of four works:

• Simplicial Convolutional Filters;
• Hodge-Aware Convolutional Learning on Simplicial Complexes;
• Hodge-Compositional Edge Gaussian Processes;
• Topological Schrödinger Bridge Matching

History

• 2025-05-24 first online

• 2025-05-26 published, posted

Publisher

4TU.ResearchData

Associated peer-reviewed publication

Simplicial Convolutional Filters; Hodge-Compositional Edge Gaussian Processes; Topological Schrödinger Bridge Matching

References

• 10.1109/TSP.2022.3207045
• https://doi.org/10.48550/arXiv.2310.19450
• https://openreview.net/forum?id=WzCEiBILHu

Organizations

TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Intelligent Systems