I am Yiqian Wu (吴奕谦), a fourth-year CS Ph.D. candidate at the State Key Laboratory of CAD&CG, Zhejiang University, where I have been conducting research under the supervision of Prof. Xiaogang Jin since 2021. From May 2024 to April 2025, I was an academic guest at ETH Zurich, collaborating with Prof. Siyu Tang. I received my Bachelor’s degree in Computer Science and Technology from the Chu Kochen College at Zhejiang University in 2021.

Address: Zijingang Campus of Zhejiang University, 866 Yuhangtang Rd, Hangzhou 310058, China.

ORCID: 0000-0002-2432-809X

Contact: onethousand1250 [at] gmail.com

I love painting! I have posted some of my paintings on my website, and also shared some videos on Bilibili. I hope you will enjoy them too :)

My Journey: Advancing 2D to 3D Avatar Generation

My current research focuses on portrait editing and generation. I have proposed two portrait image editing methods based on 2D GAN models, developed a dataset and designed a new architecture for 3D-aware face GANs. Currently, I am utilizing diffusion models for text-guided 3D avatar generation and extending this approach to enable animatability.

Below is an overview that showcases all of my papers through a single identity!

Publications

Explore the complete list of publications 👉️ here .

Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior

ACM Transactions on Graphics (Proceedings of SIGGRAPH 2024), 2024

Yiqian Wu, Hao Xu, Xiangjun Tang, Xien Chen, Siyu Tang, Zhebin Zhang, Chen Li, Xiaogang Jin*

LPFF: A Portrait Dataset for Face Generators Across Large Poses

2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023

Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin

HairMapper: Removing Hair from Portraits Using GANs

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Yiqian Wu, Yongliang Yang, Xiaogang Jin

Coarse-to-Fine: Facial Structure Editing of Portrait Images via Latent Space Classifications

ACM Transactions on Graphics (Proceedings of SIGGRAPH 2021), 2021

Yiqian Wu, Yongliang Yang, Qinjie Xiao, Xiaogang Jin

Experience

Academic Guest
Computer Vision and Learning Group (VLG), ETH Zürich.
Zürich, Switzerland. May. 2024 - April. 2025

Ph.D.
State Key Lab of CAD&CG, Zhejiang University.
Hangzhou, China. Sep. 2021 - Exp. Jun. 2026

Bachelor
Chu Kochen Honors College, Zhejiang University.
Hangzhou, China. Sep. 2017 - Jun. 2021