Zhengyi Wang (王征翊)

I'm Zhengyi Wang, a PhD student at Tsinghua University on Machine Learning since 2021. I'm advised by Prof. Jun Zhu. I also work closely with Prof. Hang Su and Prof. Chongxuan Li.

I graduated from Tsinghua University in 2021 with a Bachelor degree.

My research interests focus on 3D generative models. I am also interested in the theory and application of diffusion models.

Email  /  Google Scholar  /  Twitter  /  Github

profile photo

Selected Research

Demo GIF
MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization
Yiwen Chen, Yikai Wang, Yihao Luo, Zhengyi Wang, Zilong Chen, Jun Zhu, Chi Zhang, Guosheng Lin
arXiv
project page / arXiv / Code

Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
Yikai Wang, Xinzhou Wang, Zilong Chen, Zhengyi Wang, Fuchun Sun, Jun Zhu
NeurIPS, 2024
project page / arXiv / Code / YouTube

CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model
Zhengyi Wang, Yikai Wang, Yifei Chen, Chendong Xiang, Shuo Chen, Dajiang Yu, Chongxuan Li, Hang Su, Jun Zhu
ECCV, 2024
project page / arXiv / Code / Pretrained Models

V3D: Video Diffusion Models are Effective 3D Generators
Zilong Chen, Yikai Wang, Feng Wang, Zhengyi Wang, Huaping Liu
arXiv
project page / arXiv / Code

DreamReward: Aligning Human Preference in Text-to-3D Generation
Junliang Ye, Fangfu Liu, Qixiu Li, Zhengyi Wang, Yikai Wang, Xinzhou Wang, Yueqi Duan, Jun Zhu
ECCV, 2024
project page / arXiv / Code

AnimatableDreamer: Text-Guided Non-rigid 3D Model Generation and Reconstruction with Canonical Score Distillation
Xinzhou Wang, Yikai Wang, Junliang Ye, Zhengyi Wang, Fuchun Sun, et al.
ECCV, 2024
project page / arXiv / Code

FlexiDreamer: Single Image-to-3D Generation with FlexiCubes
Ruowen Zhao, Zhengyi Wang, Yikai Wang, Zihan Zhou, Jun Zhu
arXiv
project page / arXiv / Code

MicroDreamer: Zero-shot 3D Generation in ∼20 Seconds by Score-based Iterative Reconstruction
Luxi Chen*, Zhengyi Wang*, Zihan Zhou, Tingting Gao, Hang Su, Jun Zhu, Chongxuan Li
arXiv
arXiv / Code

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
Zhengyi Wang*, Cheng Lu*, Yikai Wang, Fan Bao, Chongxuan Li, Hang Su, Jun Zhu
NeurIPS, 2023   (Spotlight)
project page / Slides / arXiv / Code

GNOT: A General Neural Operator Transformer for Operator Learning
Zhongkai Hao, Zhengyi Wang, Hang Su, Chengyang Ying, Yinpeng Dong, Songming Liu, Ze Cheng, Jian Song, Jun Zhu
ICML, 2023
arXiv / Github

PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image
Jianhui Li, Jianmin Li, Haoji Zhang, Shilong Liu, Zhengyi Wang, Zihao Xiao, Kaiwen Zheng, Jun Zhu
CVPR, 2023
project page / arXiv / Github

Cluster Attack: Query-based Adversarial Attacks on Graphs with Graph-Dependent Priors
Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu
IJCAI, 2022   (Long Oral, Accept rate~3.8%)
arXiv / Github

Services

Reviewer: NeurIPS 2023/2024, ICLR 2024/2025, CVPR 2024, ICML 2024, ECCV 2024, Siggraph Asia 2024, AAAI 2025