Huamin Wang
Huamin Wang

Chief Scientist

Style3D Research

Huamin Wang is the chief scientist at Style3D. His research focuses on high-performance, high-fidelity physics-based simulation — powered by GPUs and enhanced by generative AI — with broad applications in computer graphics, vision, and machine learning.

Previously, he is a tenured associate professor in the CSE department at the Ohio State University (2011–2022) and a postdoc researcher at UC Berkeley (2009–2011).

He has chaired the technical programs of CASA 2017 and SCA 2023 and currently serves as assistant chair of the technical papers program for SIGGRAPH Asia 2026. He is also an associate editor for IEEE TVCG and the Visual Computer.

He is an ACM distinguished member (2025) and an IEEE senior member.

For more information, including contact details, please refer to the CV.

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Interests
  • Computer graphics
  • Computer vision
  • Generative AI
  • Embodied AI
Education

  • Ph.D. in Computer Science, 2009

    Georgia Institute of Technology

  • M.S. in Computer Science, 2004

    Stanford University

  • B.Eng. in Computer Science, 2002

    Zhejiang University

Featured Publications
Fast Physics-Based Modeling of Knots and Ties Using Templates
Physics-inspired Estimation of Optimal Cloth Mesh Resolution
Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis
Volumetric Homogenization for Knitwear Simulation
A GPU-Based Multilevel Additive Schwarz Preconditioner for Cloth and Deformable Body Simulation
Data-Driven Elastic Models for Cloth: Modeling and Measurement
Recent Publications
Siran Li, Ruiyang Liu, Chen Liu, Zhendong Wang, Gaofeng He, Yong-Lu Li, Xiaogang Jin, Huamin Wang (2025). GarmageNet: A Multimodal Generative Framework for Sewing Pattern Design and Generic Garment Modeling. ACM Trans. Graph. (SIGGRAPH Asia), 44(6).
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Jun Ma, Qian He, Gaofeng He, Huang Chen, Chen Liu, Xiaogang Jin, Huamin Wang (2025). One-shot Embroidery Customization via Contrastive LoRA Modulation. ACM Trans. Graph. (SIGGRAPH Asia), 44(6).
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Yaoan Gao, Jiamin Xu, James Tompkin, Qi Wang, Zheng Dong, Hujun Bao, Yujun Shen, Huamin Wang, Changqing Zou, Weiwei Xu (2025). Efficient Object Reconstruction with Differentiable Area Light Shading. SIGGRAPH Asia 2025 Conference Papers.
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Dewen Guo, Zhendong Wang, Zegao Liu, Sheng Li, Guoping Wang, Yin Yang, Huamin Wang (2025). Progressive Outfit Assembly and Instantaneous Pose Transfer. SIGGRAPH Asia 2025 Conference Papers.
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Zixuan Lu, Ziheng Liu, Lei Lan, Huamin Wang, Yuko Ishiwaka, Chenfanfu Jiang, Kui Wu, Yin Yang (2025). High-performance CPU Cloth Simulation Using Domain-decomposed Projective Dynamics. ACM Trans. Graph. (SIGGRAPH), 44(4).
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Lei Lan, Zixuan Lu, Chun Yuan, Weiwei Xu, Hao Su, Huamin Wang, Chenfanfu Jiang, Yin Yang (2025). JGS2: Near Second-order Converging Jacobi/Gauss-Seidel for GPU Elastodynamics. ACM Trans. Graph. (SIGGRAPH), 44(4).
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Dewen Guo, Zhendong Wang, Zegao Liu, Sheng Li, Guoping Wang, Yin Yang, Huamin Wang (2025). Fast Physics-Based Modeling of Knots and Ties Using Templates. ACM SIGGRAPH 2025 Conference Papers.
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Diyang Zhang, Zhendong Wang, Zegao Liu, Xinming Pei, Weiwei Xu, Huamin Wang (2025). Physics-inspired Estimation of Optimal Cloth Mesh Resolution. ACM SIGGRAPH 2025 Conference Papers.
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Chengzhu He, Zhendong Wang, Zhaorui Meng, Junfeng Yao, Shihui Guo, Huamin Wang (2025). Automated Task Scheduling for Cloth and Deformable Body Simulations in Heterogeneous Computing Environments. ACM SIGGRAPH 2025 Conference Papers.
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Feng Zhou, Ruiyang Liu, Chen Liu, Gaofeng He, Yong-Lu Li, Xiaogang Jin, Huamin Wang (2025). Design2GarmentCode: Turning Design Concepts to Tangible Garments Through Program Synthesis. The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
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