2 citations · 3 across the 10 of their papers we have counts for
4 papers · 1 filter
CANN: Commutative Algebra Neural Networks for Virus Classification
Mushal Zia, Faisal Suwayyid, Guo-Wei Wei
The extensive diversity of viral genomes challenges alignment-free representations to capture both nucleotide composition and the higher-order organization of recurring sequence pa…
Localized Persistent Commutative Algebra
Kaiyue He, Faisal Suwayyid, Guo-Wei Wei
We develop a localized persistent theory of commutative algebra for Stanley-Reisner rings, based on local cohomology supported at a coordinate prime rather than at the maximal idea…
PSLL: Persistent Sheaf Laplacian Learning for Protein-Ligand Binding Affinity Prediction
Mushal Zia, Benjamin Jones, Guo-Wei Wei
Accurate prediction of protein-ligand binding affinity remains a central challenge in computational drug discovery due to the complex interplay among molecular geometry, physicoche…
A Hierarchical Sheaf Spectral Embedding Framework for Single-Cell RNA-seq Analysis
Xiang Xiang Wang, Guo-Wei We
Single-cell RNA-seq data analysis typically requires representations that capture heterogeneous local structure across multiple scales while remaining stable and interpretable. In…