Author

Weiping Ding

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Open access Sep 2026

Advancing Gene Feature Selection: A Synergistic Approach with Co-expression Networks and Genetic Algorithms.

INTRODUCTION Gene feature selection is essential in bioinformatics and medical research, as it identifies gene subsets closely associated with specific diseases or biological traits from high-dimensional gene datasets. High-dimensional gene data causes the curse of dimensionality, leading to sparsity, complex inter-fea...

Zhilin Wangy, Wei-Ping Ding, Jinquan Zhang et al. · Journal of Advanced Research · 0 citations

Jul 2026

Permutation-Invariant Quantum Graph Neural Network Based on Variational Quantum Algorithms.

Results indicate that PIQGNN provides an efficient, scalable, and noise-resilient quantum framework for graph learning, highlighting its practical potential in the noisy intermediate-scale quantum (NISQ) era.

Maoduo Li, Wen Liu, Lei Shi et al. · IEEE Transactions on Neural... · 0 citations

#graph neural networks Sep 2026

Dual Graph Network Hashing for Cross-Modal Retrieval

Hashing algorithms represent data by generating compact binary hash codes, enabling efficient cross-modal similarity search and significantly improving the storage efficiency and retrieval performance of image-text data. However, because traditional hashing methods typically separate image-text feature extraction from...

Shuang Zhang, Yue Wu, Lei Shi et al. · IEEE Transactions on Knowled... · 0 citations