Search Results for author: Jiaxing He

Found 2 papers, 2 papers with code

Flexible filtrations for multiparameter persistent homology detect digital images

1 code implementation9 Jan 2024 Jiaxing He, Bingzhe Hou, Tieru Wu, Yue Xin

Two important problems in the field of Topological Data Analysis are defining practical multifiltrations on objects and showing ability of TDA to detect the geometry.

Topological Data Analysis

Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling

1 code implementation6 May 2023 Xiaohui Chen, Jiaxing He, Xu Han, Li-Ping Liu

The empirical study shows that EDGE is much more efficient than competing methods and can generate large graphs with thousands of nodes.

Denoising Graph Generation

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