Portrait of Zheng-Hui Huang

Zheng-Hui Huang|黄正辉

I am a second-year Ph.D. student at the Graduate Institute of Networking and Multimedia, National Taiwan University, advised by Yung-Yu Chuang and Yu-Lun Liu. My research focuses on video generative models and computational photography.

I received my M.S. in Computer Science and Information Engineering from National Taiwan University and my B.S. in Electrical Engineering from Yuan Ze University. I am currently a research intern at Shanda AI Research Tokyo, working on generative rendering algorithms with Zhixiang Wang, and previously interned at the Shanghai AI Laboratory with Kaipeng Zhang.

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  1. Generative World Renderer

    Zheng-Hui Huang, Zhixiang Wang, Jiaming Tan, Ruihan Yu, Yidan Zhang, Bo Zheng, Yu-Lun Liu, Yung-Yu Chuang, Kaipeng Zhang

    arXiv 2026

    ProjectarXivCodeDemoVideo

  2. Reflection Separation from a Single Image via Joint Latent Diffusion — inputReflection Separation from a Single Image via Joint Latent Diffusion — output

    Reflection Separation from a Single Image via Joint Latent Diffusion

    Zheng-Hui Huang, Zhixiang Wang, Yu-Lun Liu, Yung-Yu Chuang

    CVPR 2026

    ProjectPaperCodeModels

  3. SkyMatte: a High-Quality Dataset for Improving Sky Image Matting — inputSkyMatte: a High-Quality Dataset for Improving Sky Image Matting — output

    SkyMatte: a High-Quality Dataset for Improving Sky Image Matting

    Cheng-Yen Tsai*, Zheng-Hui Huang*, Wei-Lien Tang, Hsiu-Ting Yang, Jo-Fan Wu, Yung-Yu Chuang

    ICASSP 2026

    ProjectPaper

  4. BRDFusion: Physics Meets Generation for Urban Scene Inverse Rendering

    Yi-Ruei Liu, Jie-Ying Lee, Zheng-Hui Huang, Yu-Lun Liu, Chih-Hao Lin

    arXiv 2026

    ProjectarXivCode

  5. Semantic-Region Specific Lookup Tables for Image Enhancement via Unpaired Learning — inputSemantic-Region Specific Lookup Tables for Image Enhancement via Unpaired Learning — output
    Semantic-Region Specific Lookup Tables for Image Enhancement via Unpaired Learning — inputSemantic-Region Specific Lookup Tables for Image Enhancement via Unpaired Learning — output

    Semantic-Region Specific Lookup Tables for Image Enhancement via Unpaired Learning

    Zheng-Hui Huang, Tse-Yan Lee, Li-Jen Chang, Yong-Wei Chen, Ping-Jui Chiang, Jo-Fan Wu, Yung-Yu Chuang

    ICIP 2024

    Paper