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20242026
most citedTopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment

1 citations · 3 across the 10 of their papers we have counts for

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cs.LG2025

Rhomboid Tiling for Geometric Graph Deep Learning

Yipeng Zhang, Longlong Li, Kelin Xia

Graph Neural Networks (GNNs) have proven effective for learning from graph-structured data through their neighborhood-based message passing framework. Many hierarchical graph clust…

cs.CG2025

Commutative algebra-enhanced topological data analysis

Chuanshen Hu, Yu Wang, Kelin Xia +2

Topological Data Analysis (TDA) combines computational topology and data science to extract and analyze intrinsic topological and geometric structures in data set in a metric space…