Junwei Zhou
I'm a first year Ph.D. student at Dartmouth College , advised by Prof. Yu-Wing Tai .
Previously, I have worked with Prof. Ming-Hsuan Yang , Prof. Lu Qi , Dr. Xueting Li at UC Merced , and Prof. Xinggang Wang at HUST .
I received my B.E. from Huazhong University of Science and Technology .
My research interest mainly lies in computer vision, generative models , 3D/4D vision , Multimodal Large Language Model .
Now I am actively seeking a potential summer research internship in 2026. Please drop me an email if you are interested.
Also, I am open to collaborations, please drop me an email if you want to have a chat.
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GENA3D: Generative Amodal 3D Modeling by Bridging 2D Priors and 3D Coherence
Junwei Zhou ,
Yu-Wing Tai
Arxiv , 2025
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arXiv
Intergrating 2D amodal completion and 3D generative modeling to achieve amodal 3D objects generation from multiple partial occluded input images.
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CoCo4D: Comprehensive and Complex 4D Scene Generations
Junwei Zhou ,
Xueting Li ,
Lu Qi ,
Ming-Hsuan Yang
Arxiv , 2025
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arXiv
Generating a comprehensive and complex 4D scene by dividing a 4D scene and progressive dynamic content extrapolation.
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Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
Junwei Zhou ,
Xueting Li ,
Lu Qi ,
Ming-Hsuan Yang
ICLR , 2025
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arXiv
Given a text prompt describing multiple objects and their spatial relationships, our method generates a 3D scene depicting these objects naturally interacting with one another.
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WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Lianghui Zhu* ,
Junwei Zhou* ,
Yan Liu,
Xin Hao,
Wenyu Liu ,
Xinggang Wang
ACM Multimedia , 2024
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arXiv
SAM in helping weakly-supervised instance perception task.
Service
Reviewer, ICLR 2025, 2026 | NeurIPS 2026
Reviewer, IJCV
Teaching Assistant, Dartmouth College , COSC074 2025 Fall, 2026 Spring
Website borrowed from JonBarron.