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 and Prof. Hang Su . I also work closely with Prof. Chongxuan Li .
Previously, I interned at NVIDIA, working with Sanja Fidler . I graduated from Tsinghua University in 2021 with a Bachelor degree.
My research interests focus on 3D/multi-modal generative models and embodied AI.
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LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
Zhengyi Wang ,
Jonathan Lorraine ,
Yikai Wang ,
Hang Su ,
Jun Zhu ,
Sanja Fidler ,
Xiaohui Zeng
arXiv
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arXiv
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Model
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Online Demo
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Blender Addon
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RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
Songming Liu*
Lingxuan Wu* ,
Bangguo Li,
Hengkai Tan ,
Huayu Chen ,
Zhengyi Wang ,
Ke Xu,
Hang Su ,
Jun Zhu
arXiv
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arXiv
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Model
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Data
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
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arXiv
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Code
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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
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arXiv
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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
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arXiv
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Pretrained Models
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V3D: Video Diffusion Models are Effective 3D Generators
Zilong Chen ,
Yikai Wang ,
Feng Wang ,
Zhengyi Wang ,
Huaping Liu
arXiv
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arXiv
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Code
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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
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arXiv
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Code
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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
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arXiv
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Code
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FlexiDreamer: Single Image-to-3D Generation with FlexiCubes
Ruowen Zhao ,
Zhengyi Wang ,
Yikai Wang ,
Zihan Zhou,
Jun Zhu
arXiv
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arXiv
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Code
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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
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Code
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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)
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Slides
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arXiv
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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
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Github
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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
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arXiv
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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
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Github
Services
Reviewer: NeurIPS 2023/2024, ICLR 2024/2025, CVPR 2024/2025, ICML 2024, ECCV 2024, Siggraph Asia 2024, AAAI 2025