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Xin-Yi Liu

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#machine learning Preprint Sep 2026

Mitra-v2 Technical Report

We introduce Mitra-v2, a tabular foundation model that delivers state-of-the-art performance on real-world classification and regression problems, from credit-risk scoring and clinical prediction to equipment-failure detection and house-price estimation. Mitra-v2 is trained only on synthetic data, with a pretraining di...

Ye-Fan Tao, Xi-Yuan Zhang, Xin-Yi Liu et al. · 3 citations · ⚡1
#generative ai Review Open access Sep 2026

Generative AI-enabled neoantigen vaccine engineering: From tumor antigen discovery to personalized construct design and translational validation.

How generative AI may broaden the computational scope of tumor-anchored antigen discovery, support tumor-context-integrated optimization of neoantigen candidates, facilitate the engineering of multi-epitope and mRNA vaccine constructs, and incorporate tumor-specific constraints such as antigen-presentation defects, clo...

Xin-Jie Hu, Xin-Yu Liu, Tao Wang et al. · 0 citations

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