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Author

Xi Zhou

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Open access Sep 2026

Evaluating Large‐Language Models in Bioinformatics Applications

Large language models (LLMs) have significantly revolutionized natural language processing through their strong capabilities in text generation and reasoning. Yet, their applicability to bioinformatics applications remains largely unexplored. Here, we systematically evaluate state‐of‐the‐art LLMs across six represent...

Hengchuang Yin, Zi-Wen Cui, Dong-Xu Li et al. · 0 citations
Jul 2026

Dual-granularity feature learning reveals static and dynamic mechanisms of ncRNA-drug interactions.

DC-MetaMG, a deep learning framework based on a causal disentanglement strategy that models association responses as the synergistic interplay between two complementary mechanisms: static binding and dynamic regulation, is proposed, demonstrating its suitability for training scenarios involving complex biological infor...

Runzhou Tang, Xi Zhou, Yujie Qi et al. · 0 citations

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