Zhixin Shu

Research Scientist

San Jose

I’m a research scientist at Adobe Research since 2020. I obtained my PhD at Stony Brook University in 2019. I’m interested in research topics related to image editing and generation in both 2D and 3D. My recent work has a focus on human face-centered problems, including controllable generation, 3D modeling & capturing, neural rendering, and editing. Please find more information and publication in my personal page.

Publications

Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization

Wang, Junying., Liu, Jingyuan., Sun, Xin., Singh, Krishna., Shu, Zhixin., Zhang, He., Yang, Jimei., Zhao, Nanxuan., Wang, Tuanfeng., Chen, Simon., Neumann, Ulrich., Yoon, Jae. (Jun. 1, 2025)

IEEE Computer Vision and Pattern Recognition (CVPR) 2025

Perm: A Parametric Representation for Multi-Style 3D Hair Modeling.

He, Chengan., Sun, Xin., Shu, Zhixin., Luan, Fujun., Pirk, Soren., Herrera, Jorge., Michels, Dominik., Wang, Tuanfeng., Zhang, Meng., Rushmeier, Holly., Zhou, Yi. (Apr. 1, 2025)

Spotlight

Proceedings of the Fifteenth International Conference on Learning Representations (ICLR 2025)

Generative Portrait Shadow Removal

Yoon, Jae., Shu, Zhixin., Ren, Mengwei., Zhang, Xuaner., Hold-Geoffroy, Yannick., Singh, Krishna., Zhang, He. (Dec. 1, 2024)

ACM Transactions on Graphics, Vol.43(6) (TOG), SIGGRAPH Asia 2024

COMPOSE: Comprehensive Portrait Shadow Editing

Hou, Andrew., Shu, Zhixin., Zhang, Xuaner., Zhang, He., Hold-Geoffroy, Yannick., Yoon, Jae., Liu, Xiaoming. (Oct. 1, 2024)

European Conference on Computer Vision (ECCV) 2024

Relightful Harmonization: Lighting-aware Portrait Background Replacement

Ren, Mengwei., Xiong, Wei., Yoon, Jae., Shu, Zhixin., Zhang, Jianming., Jung, HyunJoon., Gerig, Guido., Zhang, He. (Jun. 17, 2024)

CVPR 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image

Mei, Yiqun., Zeng, Yu., Zhang, He., Shu, Zhixin., Zhang, Xuaner., Bi, Sai., Zhang, Jianming., Jung, HyunJoon., Patel, Vishal. (Jun. 17, 2024)

CVPR 2024

3D-FM GAN: Towards 3D-Controllable Face Manipulation

Liu, Yuchen., Shu, Zhixin., Li, Yijun., Lin, Zhe., Zhang, Richard., Kung, Sun-Yuan. (Oct. 23, 2022)

European Conference on Computer Vision (ECCV)

Content-Aware GAN Compression

Liu, Yuchen., Shu, Zhixin., Li, Yijun., Lin, Zhe., Perazzi, Federico., Kung, Sun-Yuan. (Jun. 19, 2021)

Conference on Computer Vision and Pattern Recognition (CVPR)