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Lang-Yi Chen

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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

FracEvent: Event-Camera Simulation via Fractional-Relaxation Pixel Dynamics

FracEvent, an event simulator that models this pixel-level lifecycle with fractional-relaxation voltage dynamics, improves the temporal structure of generated events and achieves stronger downstream-transfer results than competing simulator baselines, showing its practical value for event-camera simulation.

Langyi Chen, Chuanzhi Xu, Haoxian Zhou et al. · 1 citation

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