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Author

Jiarui Liang

2 papers indexed here

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Conference Aug 2026

Enhancing Protein Complex Identification via GO Function Annotation-Augmented Graph Embedding

Protein complexes are necessary for cell function, and thus, in order to identify them from protein-protein interaction (PPI) networks, a problem in computational biology has emerged. Graph embedding methods can learn representations of the network structure in low-dimensional space. However, these methods only conside...

Jia-Rui Liang · 0 citations
Conference Open access 2026

Artificial Intelligence Methods for Protein Complex Identification

This paper discusses graph embedding-based approaches with the focus on their strategies of feature representation and integration with multi-source data and clustering algorithms, and a summary of graph neural network-based approaches, and their benefits in nonlinear feature learning, as well as multi-modal informatio...

Jia-Rui Liang · 0 citations

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