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.
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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
ArXiv
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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
ArXiv
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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, ICLR 2024, CVPR 2024, ICML 2024