Search Results for author: Dongsheng Ye

Found 1 papers, 1 papers with code

Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs

1 code implementation17 Aug 2024 Hao Li, Hao Jiang, Jiajun Fan, Dongsheng Ye, Liang Du

This paper introduces the Dynamic Neural Dowker Network (DNDN), a novel framework specifically designed to approximate the results of dynamic Dowker filtration, aiming to capture the high-order topological features of dynamic directed graphs.

Graph Classification Graph Neural Network +1

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