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Cheng-Kun Yue

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#artificial intelligence Preprint Sep 2026

PrefLUT: Reusable and Refinable Personalized Color Editing from Pairwise Preferences

PrefLUT is introduced, a reusable and refinable user-preference modeling framework for deployable 3D LUTs, encoding ordered preferred/non-preferred image pairs into a lightweight Reusable User Profile that is reused across queries and refined using additional user preference pairs, without per-user optimization.

Chuanzhi Xu, Lang-Yi Chen, Cheng-Kun Yue et al. · 0 citations
Review Jul 2026

SciFigAlign: Scoring Scientific Figures by Fine-tuned Alignment of Visuals with Manuscript Evidence

SciFigAlign is proposed, a fine-tuned multimodal scorer that grounds figure quality assessment in manuscript evidence and confirms that manuscript-grounded inputs, citing-context denoising, and ranking supervision are all critical, showing that scientific figure assessment requires learned alignment between visual cont...

Chuanzhi Xu, Zi-Han Deng, Hui-Qi Liang et al. · 0 citations

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