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 | 34 | 2021 |
Simplicial convolutional neural networks M Yang, E Isufi, G Leus ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 28 | 2022 |
Simplicial convolutional filters M Yang, E Isufi, MT Schaub, G Leus IEEE Transactions on Signal Processing 70, 4633-4648, 2022 | 16 | 2022 |
Convolutional filtering in simplicial complexes E Isufi, M Yang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 9 | 2022 |
Topological volterra filters G Leus, M Yang, M Coutino, E Isufi ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 9 | 2021 |
Convolutional Learning on Simplicial Complexes M Yang, E Isufi arXiv preprint arXiv:2301.11163, 2023 | 3 | 2023 |
Simplicial trend filtering M Yang, E Isufi 2022 56th Asilomar Conference on Signals, Systems, and Computers, 930-934, 2022 | 2 | 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 | 1 | 2021 |
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 |
Hodge-Compositional Edge Gaussian Processes M Yang, V Borovitskiy, E Isufi arXiv preprint arXiv:2310.19450, 2023 | | 2023 |
ICML 2023 Topological Deep Learning Challenge: Design and Results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | | 2023 |
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 | | 2023 |