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 Qwen, where I was a core contributor to Qwen-Image, a large-scale multimodal generative model for image generation. I also interned at NVIDIA, working with Sanja Fidler. I graduated from Tsinghua University in 2021 with a Bachelor degree.

My research interests focus on multi-modal generative models for images, 3D and robotics.

Email  /  Google Scholar  /  Twitter  /  Github

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Selected Research

Qwen-Image Technical Report
Qwen Team (core contributor)
arXiv
project page / arXiv / Code /

ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
Junliang Ye*Zhengyi Wang*,   Ruowen Zhao*,  Shenghao Xie,  Jun Zhu
NeurIPS, 2025   (Spotlight)
project page / arXiv / Code /

DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning
Ruowen Zhao*Junliang Ye*Zhengyi Wang*,   Guangce Liu,  Yiwen ChenYikai WangJun Zhu
ICCV, 2025
project page / arXiv / Code /

LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
Zhengyi Wang, Jonathan Lorraine, Yikai Wang, Hang Su, Jun Zhu, Sanja Fidler, Xiaohui Zeng
arXiv
project page / arXiv / Code / Model / Online Demo / Blender Addon /

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
ICLR, 2025
project page / arXiv / Code / Model / Data /

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
TPAMI
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 /

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
TPAMI
arXiv / Code /

Demo GIF
Score Regularized Policy Optimization through Diffusion Behavior
Huayu Chen, Cheng Lu, Zhengyi Wang, Hang Su, Jun Zhu
ICLR, 2024
arXiv / Code / Poster

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

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 2023/2024/2025, ICLR 2024/2025, CVPR 2024/2025, ICML 2024, ECCV 2024, ICCV 2024, Siggraph Asia 2024, AAAI 2025