| Simplicial convolutional neural networks M Yang, E Isufi, G Leus ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 62 | 2022 |
| Finite impulse response filters for simplicial complexes M Yang, E Isufi, MT Schaub, G Leus 2021 29th European Signal Processing Conference (EUSIPCO), 2005-2009, 2021 | 46 | 2021 |
| Simplicial Convolutional Filters M Yang, E Isufi, MT Schaub, G Leus IEEE Transactions on Signal Processing 70, 4633-4648, 2022 | 41 | 2022 |
| Convolutional Learning on Simplicial Complexes M Yang, E Isufi arXiv preprint arXiv:2301.11163, 2023 | 24 | 2023 |
| Convolutional filtering in simplicial complexes E Isufi, M Yang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 16 | 2022 |
| Topological volterra filters G Leus, M Yang, M Coutino, E Isufi ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 13 | 2021 |
| Hodge-Compositional Edge Gaussian Processes M Yang, V Borovitskiy, E Isufi International Conference on Artificial Intelligence and Statistics 238, 3754 …, 2024 | 8 | 2024 |
| TopoX: a suite of Python packages for machine learning on topological domains M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ... Journal of Machine Learning Research 25 (374), 1-8, 2024 | 8 | 2024 |
| Icml 2023 topological deep learning challenge: Design and results M Papillon, M Hajij, A Myers, H Jenne, J Mathe, T Papamarkou, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 7 | 2023 |
| Simplicial trend filtering M Yang, E Isufi 2022 56th Asilomar Conference on Signals, Systems, and Computers, 930-934, 2022 | 7 | 2022 |
| Node-Adaptive Regularization for Graph Signal Reconstruction M Yang, M Coutino, G Leus, E Isufi IEEE Open Journal of Signal Processing 2, 85 - 98, 2021 | 4 | 2021 |
| State estimation in water distribution system via diffusion on the edge space B Kerimov, M Yang, R Taormina, F Tscheikner-Gratl Water Research 274, 122980, 2025 | 1 | 2025 |
| Online edge flow prediction over expanding simplicial complexes M Yang, B Das, E Isufi ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Node varying regularization for graph signals M Yang, M Coutino, E Isufi, G Leus 2020 28th European Signal Processing Conference (EUSIPCO), 845-849, 2021 | 1 | 2021 |
| Topological Schrödinger Bridge Matching M Yang ICLR 2025 (Spotlight), 2025 | | 2025 |
| Hodge-Aware Learning on Simplicial Complexes M Yang, E Isufi | | 2023 |
| Generalized signals on simplicial complexes F Ji, X Jian, WP Tay, M Yang arXiv preprint arXiv:2305.06899, 2023 | | 2023 |
| Advances in Graph Signal Processing: Fast graph construction & Node-adaptive graph signal reconstruction M Yang TU Delft, master thesis, 2020 | | 2020 |
| Topological Schrödinger Bridge Matching M Yang The Thirteenth International Conference on Learning Representations, 0 | | |