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

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

Interests

Computer graphics
Computer vision
Robotics
Generative 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

TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Tracking

TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Tracking

We introduce an agentic pattern-making system built on version-controlled tracking of pattern geometry and editing operations. Capturing expert workflows supports novice users and enables AI-assisted garment pattern creation.

Sep 16, 2026

Heterogeneous Subspace Corrections for GPU Deformable Multibody Dynamics

Deformable Multibody Dynamics

Heterogeneous Subspace Corrections for GPU Deformable Multibody Dynamics

We develop a GPU solver for multibody systems combining soft and stiff materials. Heterogeneous subspace corrections exploit low-rank coupling to accelerate deformable dynamics with challenging contacts.

Aug 1, 2026

Real Garment Benchmark (RGBench): A Comprehensive Benchmark for Robotic Garment Manipulation featuring a High-Fidelity Scalable Simulator

Robotic Garment Manipulation

Real Garment Benchmark (RGBench): A Comprehensive Benchmark for Robotic Garment Manipulation featuring a High-Fidelity Scalable Simulator

RGBench introduces a comprehensive benchmark for robotic garment manipulation with over 6000 garment meshes and a high-fidelity scalable simulator.

Jan 1, 2026

Efficient Object Reconstruction with Differentiable Area Light Shading

Inverse Rendering

Efficient Object Reconstruction with Differentiable Area Light Shading

We use differentiable area light shading to reconstruct object appearance from photographs. Active area lighting improves material estimation and relighting quality in both mesh-based and Gaussian splatting pipelines.

Dec 1, 2025

VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality

Gaussian Splatting

VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality

We present a human-centered 3D content interaction system called VR-GS. VR-GS ensures real-time execution with highly realistic dynamic responses.

Jul 28, 2024

NNWarp: Neural Network-Based Nonlinear Deformation

Artificial Neural Networks

NNWarp: Neural Network-Based Nonlinear Deformation

We propose NNWarp, a highly re-usable and efficient neural network (NN) based nonlinear deformable simulation framework.

Apr 1, 2020

Recent Publications

Automatic Sewing Pattern Layout by Graph-based Two-level Semantic Classification

Zhendong Wang, Haofeng Zhu, Chen Liu, Yao Jin, Ligang Liu, Huamin Wang. SIGGRAPH Asia Conference Papers, 2026.

Multi-level Quadrature for Projective Dynamics

Dewen Guo, Yuqi Meng, Zixuan Lu, Zhiyong He, Huamin Wang, Lei Lan, Weiwei Xu, Kui Wu, Chenfanfu Jiang, Yin Yang. ACM Trans. Graph. (SIGGRAPH Asia), 2026.

TailorCoPilot: Enabling Agentic Pattern Making with Version-Controlled State Tracking

Yuexin Sun, Zhaohui Wang, Ruiyang Liu, Demian Kong, Qian He, Gaofeng He, Huamin Wang. ACM Symposium on User Interface Software and Technology (UIST), 2026.

Distributed Affine Body Dynamics with Adaptive Consensus

Jiafeng Liu, Wenhui Zhou, Xinming Pei, Yifan Peng, Huamin Wang, Yin Yang, Lei Lan, Weiwei Xu. ACM SIGGRAPH Conference Papers, 2026.

FabricTryOn: Taming Image Editing Models for Garment Re-Texturing

Jun Ma, Qian He, Gaofeng He, Huang Chen, Chen Liu, Xiaogang Jin, Yin Yang, Huamin Wang. ACM SIGGRAPH Conference Papers, 2026.

Heterogeneous Subspace Corrections for GPU Deformable Multibody Dynamics

Dewen Guo, Zhendong Wang, Minchen Li, Sheng Li, Guoping Wang, Huamin Wang, Chenfanfu Jiang, Yin Yang. ACM Trans. Graph. (SIGGRAPH), 45(4), 2026.

Interactive Yarn-level Knitwear with Nested Douglas-Rachford Splitting

Chun Yuan, Zixuan Lu, Haoyang Shi, Dewen Guo, Huamin Wang, Chenfanfu Jiang, Zherong Pan, Kui Wu, Yin Yang. ACM Trans. Graph. (SIGGRAPH), 45(4), 2026.

CAN: A Curvature-Aware Nesterov Optimizer for Fast Elastic Simulation With Topological Changes

Yuxiong Qin, Huamin Wang, Qingfu Zhang, Zhongkai Zhang. IEEE Transactions on Visualization and Computer Graphics, 2026.

Real Garment Benchmark (RGBench): A Comprehensive Benchmark for Robotic Garment Manipulation featuring a High-Fidelity Scalable Simulator

Wenkang Hu, Xincheng Tang, Yanzhi E, Yitong Li, Zhengjie Shu, Wei Li, Huamin Wang, Ruigang Yang. The 40th Annual AAAI Conference on Artificial Intelligence (AAAI), 2026.

GarmageNet: A Multimodal Generative Framework for Sewing Pattern Design and Generic Garment Modeling

Siran Li, Ruiyang Liu, Chen Liu, Zhendong Wang, Gaofeng He, Yong-Lu Li, Xiaogang Jin, Huamin Wang. ACM Trans. Graph. (SIGGRAPH Asia), 44(6), 2025.

See all publications