39 citations · 103 across the 8 of their papers we have counts for
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cs.LG2025
Topological Schrödinger Bridge Matching
Maosheng Yang
Given two boundary distributions, the Schrödinger Bridge (SB) problem seeks the ``most likely`` random evolution between them with respect to a reference process. It has revealed r…
cs.LG2023★ 6 cited
Convolutional Learning on Simplicial Complexes
Maosheng Yang, Elvin Isufi
We propose a simplicial complex convolutional neural network (SCCNN) to learn data representations on simplicial complexes. It performs convolutions based on the multi-hop simplici…
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…