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20242026
most citedTopological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review

2 citations · 2 across the 8 of their papers we have counts for

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math.HO2025★ 2 cited

Topological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review

Zhe Su, Xiang Liu, Layal Bou Hamdan +4

Topological data analysis (TDA) is a rapidly evolving field in applied mathematics and data science that leverages tools from topology to uncover robust, shape-driven insights in c…

eess.IV2025

Manifold Topological Deep Learning for Biomedical Data

Xiang Liu, Zhe Su, Yongyi Shi +3

Recently, topological deep learning (TDL), which integrates algebraic topology with deep neural networks, has achieved tremendous success in processing point-cloud data, emerging a…