Author

Zhi-Qiang Yuan

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#artificial intelligence Preprint Oct 2026

ULME: Predictive Coupling for Mutually Reinforcing Embedding and Language Modeling

Text embedding and text generation are two of the most useful capabilities of modern large language models, yet they are typically provided by separate specialized models (an embedder and a generator) trained with incompatible objectives and deployed side by side in retrieval-augmented generation and agent systems. Rec...

Yang Liu, Zhi-Qiang Yuan, Shu-Dong Huang et al. · 0 citations

Review Sep 2026

Trustworthy synthetic visual media: Evidence across the media lifecycle

Images and videos have long helped people understand what happened and how a work came into being. Generative systems complicate that role. Realistic media can now be produced and revised without leaving a stable history, so appearance no longer reveals whether a scene was captured, synthesized, or altered along the wa...

Ze-Xi Jia, Zhi-Qiang Yuan, Jie Zhou et al. · 0 citations