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Author

Si-Quan Zhu

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Preprint Oct 2026

Hankel Subspace Self-Supervised Learning for Parallel MRI Reconstruction

The Hankel Subspace Self-Supervised Reconstruction (HSSRecon), a scan-specific reconstruction framework for parallel magnetic resonance imaging, is proposed, which achieves competitive peak signal-to-noise ratio, structural similarity, and normalized mean squared error across six aggregated conditions.

Ming-Yu Hu, Si-Quan Zhu, Xi-Jun Zhong et al. · 0 citations
1986

On Global Convergence and Approximate Iteration of the Linear Approximation Method for Solving Variational Inequalities

This paper is concerned with the linear approximation method (i.e. the iterative method in which a sequence of vectors is generated by solving certain linearized subproblems) for solving the variational inequality. The global convergent iterative process is proposed by applying the continuation method, and the related...

Zhao-Yong You, Si-Quan Zhu · 1 citation

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