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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yichao Zhang

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2 papers indexed here

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Sep 2026

Graph Masked Autoencoder With Multi-Head Latent Attention Mechanism for Gene Regulatory Link Prediction.

GMAMLink reconstructed metastasis-specific regulatory networks and identified NUPR1 as a central hub gene in glycolytic pathways, with its elevated expression significantly correlated with metastatic progression and poor patient survival, highlighting its potential to uncover context-specific regulatory programs and pr...

Zhiwei Cao, Xu-Peng Wang, Wen-Hao Li et al. · 0 citations
Book Open access Aug 2026

Effective and Robust Single-cell Cross-omics Annotation via Vector-Quantized Autoencoders

Results indicate that discrete, anchor-constrained latent modeling provides a powerful and biologically coherent solution for unpaired single-cell multi-omics integration, and scCoA-VQA can accurately capture the meaningful regulatory structure.

Han Peng, Wu-Chao Liu, Yifang Cai et al. · 0 citations

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