Author

Xiang Liu

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Preprint Sep 2026

Fragment Path Complex Networks for Viral Genome Classification

Accurate classification of viral families is essential to understanding genomic diversity, but rapid evolution and heterogeneous genome structure complicate reliable assignment. Newly discovered viruses, particularly those from underrepresented ecosystems, expand the known diversity of viral genomes. This growing diver...

A. Wachira, Xiang Liu, Guo-Wei Wei · 0 citations

Sep 2026

Combinatorial Network-Based Manifold Topological Deep Learning for Image Analysis

Medical image analysis remains fundamentally challenging because of the intricate geometric and topological structures present in medical data. Conventional convolutional neural networks model images as regular Euclidean grids, limiting their ability to preserve geometric relationships and higher-order structural infor...

A. Wachira, Xiang Liu, Zhe Su et al. · arXiv.org · 0 citations

Jul 2026

AlphaFunctor: Bridging The Gap Between Protein Function Annotation and Property Prediction.

AlphaFunctor is a category theory based foundation model-like platform to bridge the gap between protein function annotation and property prediction, based on the hypothesis that protein function and properties can be directly derived from protein sequence.

Xiang Liu, Anna E. Yee, J. Vermaas et al. · arXiv.org · 0 citations