Publications

2025

  1. ICCV
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    Augmented Mass-Spring Model for Real-Time Dense Hair Simulation
    Jorge Alejandro Amador Herrera, Yi Zhou, Xin Sun, Zhixin Shu, Chengan He, Sören Pirk, and Dominik L. Michels
    In IEEE/CVF International Conference on Computer Vision (ICCV), 2025
    arXiv Website
  2. SIGGRAPH
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    3DGH: 3D Head Generation with Composable Hair and Face
    Chengan He, Junxuan Li, Tobias Kirschstein, Artem Sevastopolsky, Shunsuke Saito, Qingyang Tan, Javier Romero, Chen Cao, Holly Rushmeier, and Giljoo Nam
    ACM Transactions on Graphics (SIGGRAPH), 2025
    arXiv Website
  3. ICLR
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    Perm: A Parametric Representation for Multi-Style 3D Hair Modeling
    Chengan He, Xin Sun, Zhixin Shu, Fujun Luan, Sören Pirk, Jorge Alejandro Amador Herrera, Dominik L. Michels, Tuanfeng Y. Wang, Meng Zhang, Holly Rushmeier, and Yi Zhou
    In International Conference on Learning Representations (ICLR), 2025 (Spotlight)
    arXiv Code Dataset Website

2024

  1. SIGGRAPH Asia
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    Digital Salon: An AI and Physics-Driven Tool for 3D Hair Grooming and Simulation
    Chengan He*, Jorge Alejandro Amador Herrera*, Yi Zhou*, Zhixin Shu, Xin Sun, Yao Feng, Sören Pirk, Dominik L. Michels, Meng Zhang, Tuanfeng Y. Wang, and Holly Rushmeier
    In SIGGRAPH Asia 2024 Real-Time Live! (SIGGRAPH Asia), 2024
    Video Code Website

2022

  1. NeurIPS
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    NeMF: Neural Motion Fields for Kinematic Animation
    Chengan He, Jun Saito, James Zachary, Holly Rushmeier, and Yi Zhou
    In Advances in Neural Information Processing Systems (NeurIPS), 2022 (Spotlight)
    arXiv Code Website
  2. SIGGRAPH
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    An Inverse Procedural Modeling Pipeline for SVBRDF Maps
    Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, and Holly Rushmeier
    ACM Transactions on Graphics (SIGGRAPH), 2022
    arXiv Website

2019

  1. SIGGRAPH Asia
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    Learning efficient illumination multiplexing for joint capture of reflectance and shape
    Kaizhang Kang, Cihui Xie, Chengan He, Mingqi Yi, Minyi Gu, Zimin Chen, Kun Zhou, and Hongzhi Wu
    ACM Transactions on Graphics (SIGGRAPH Asia), 2019
    Website