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Maosheng Yang
Maosheng Yang
PhD student, TU Delft
Verified email at tudelft.nl - Homepage
Title
Cited by
Cited by
Year
Simplicial convolutional neural networks
M Yang, E Isufi, G Leus
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
592022
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
462021
Simplicial Convolutional Filters
M Yang, E Isufi, MT Schaub, G Leus
IEEE Transactions on Signal Processing 70, 4633-4648, 2022
402022
Convolutional Learning on Simplicial Complexes
M Yang, E Isufi
arXiv preprint arXiv:2301.11163, 2023
242023
Convolutional filtering in simplicial complexes
E Isufi, M Yang
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
172022
Topological volterra filters
G Leus, M Yang, M Coutino, E Isufi
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
122021
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
72024
Simplicial trend filtering
M Yang, E Isufi
2022 56th Asilomar Conference on Signals, Systems, and Computers, 930-934, 2022
72022
Hodge-Compositional Edge Gaussian Processes
M Yang, V Borovitskiy, E Isufi
International Conference on Artificial Intelligence and Statistics 238, 3754 …, 2024
62024
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
62023
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
42021
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
12023
Node varying regularization for graph signals
M Yang, M Coutino, E Isufi, G Leus
2020 28th European Signal Processing Conference (EUSIPCO), 845-849, 2021
12021
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
2025
Topological Schrödinger Bridge Matching
M Yang
ICLR 2025, 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
Encore Abstract: Convolutional Filtering and Learning on Simplicial Complexes
M Yang, E Isufi
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