Xiaohe Ma

Senior Research Scientist
Meshy AI
xiaohema1998@gmail.com

About me

I am a Senior Research Scientist at Meshy AI, where I lead all texture generation efforts and the development of real-time interactive video models. I received my Ph.D. from the State Key Lab of CAD&CG, Zhejiang University in 2025, supervised by Prof.Hongzhi Wu. In 2024, I worked closely with Yiwei Hu, Valentin Deschaintre and Miloš Hašan as a Research Scientist Intern at Adobe Research. Before my Ph.D., I received my Bachelor degree of engineering from Sun Yat-sen University in 2019.

We are hiring! I am looking for interns and full-time researchers who work on texturing and material synthesis for 3D assets, dynamic 4D content, video and world models, or the creation of large-scale scenes. Feel free to send your CV to xiaohema1998@gmail.com or xiaohema@meshy.ai.

Publications

	Neural Enhancement of Analytical Appearance Models Xuanzhe Shen#, Xiaohe Ma#, Kun Zhou and Hongzhi Wu (# contributed equally) To appear in IEEE TVCG. [Preprint(.PDF)] [Supplemental(.PDF)] [Video: Youtube /Bilibili]
	MaterialPicker: Multi-Modal DiT-Based Material Generation Xiaohe Ma, Valentin Deschaintre, Miloš Hašan, Fujun Luan, Kun Zhou, Hongzhi Wu and Yiwei Hu ACM Trans. Graph. (Proc. SIGGRAPH 2025), 44, 4 (Aug. 2025), 1-12. [Project Page] [Preprint(.PDF)]
	OpenSVBRDF: A Database of Measured Spatially-Varying Reflectance Xiaohe Ma, Xianmin Xu, Leyao Zhang, Kun Zhou and Hongzhi Wu ACM Trans. Graph. (Proc. SIGGRAPH Asia 2023), 42, 6 (Dec. 2023), 254. Patent: CN 116645497 B [Project Page] [Database]
	Efficient Reflectance Capture with a Deep Gated Mixture-of-Experts Xiaohe Ma, Yaxin Yu, Hongzhi Wu and Kun Zhou IEEE TVCG, 30, 7(July 2024), 4246-4256. [Preprint(.PDF)] [Video: Youtube /Bilibili]
	Free-form Scanning of Non-planar Appearance with Neural Trace Photography Xiaohe Ma, Kaizhang Kang, Ruisheng Zhu, Hongzhi Wu and Kun Zhou ACM Trans. Graph. (Proc. SIGGRAPH 2021), 40, 4 (Aug. 2021), 124. Patents: CN 113362466 B / US 12,482,179 B2 / JP 7692224 B2 [Project Page]
	Learning Efficient Photometric Feature Transform for Multi-view Stereo Kaizhang Kang, Cihui Xie, Ruisheng Zhu, Xiaohe Ma, Ping Tan, Hongzhi Wu and Kun Zhou ICCV 2021 (pp. 5956-5965). [Project Page]

Experience

Meshy AI

Senior Research Scientist, Meshy AI

Jul. 2025 - Present

Leading all texture generation efforts and the development of real-time interactive video models at Meshy.

Adobe Inc., San Jose, California, U.S.

Research Scientist Intern, Adobe Research

Jun. 2024 - Sep. 2024

Developed a Multi-Modal Material Generation with Diffusion Transformers, conditioned on image crops and/or text prompts.