39 citations · 103 across the 8 of their papers we have counts for
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cs.LG2021★ 10 cited
Simplicial Convolutional Neural Networks
Maosheng Yang, Elvin Isufi, Geert Leus
Graphs can model networked data by representing them as nodes and their pairwise relationships as edges. Recently, signal processing and neural networks have been extended to proce…
cs.SI2021★ 33 cited
Finite Impulse Response Filters for Simplicial Complexes
Maosheng Yang, Elvin Isufi, Michael T. Schaub +1
In this paper, we study linear filters to process signals defined on simplicial complexes, i.e., signals defined on nodes, edges, triangles, etc. of a simplicial complex, thereby g…