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Author

Yin Zhang

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Aug 2026

HDGGCN: Heterogeneous Disease-Gene Network Representation Learning using Similarity-based Adjacency Matrix Generation.

This paper proposes a heterogeneous disease-gene network representation using similarity-based adjacency matrix generation (HDGGCN) to realize disease-gene prediction and presents a novel data partitioning mechanism to achieve high-performance prediction.

Mengyuan Jin, Yin Zhang, Jia Liu et al. · 0 citations
Aug 2026

Dual representation learning-based drug synergy prediction via sequence and molecular network reconstruction

The DRL-DSP is proposed, a novel dual representation learning framework designed to enhance drug synergy prediction by integrating molecular-level features from SMILES sequences with graph-level relational information from reconstructed molecular networks.

Juanzi Zhou, Xiaoliang Yang, Yin Zhang et al. · 0 citations

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