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, multi-modality, and 3D/4D vision.

Email  /  Scholar  /  Github

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Research

CoCo4D: Comprehensive and Complex 4D Scene Generations
Junwei Zhou, Xueting Li, Lu Qi, Ming-Hsuan Yang,
Arxiv, 2025
project page / arXiv

Generating a comprehensive and complex 4D scene by dividing a 4D scene and progressive dynamic content extrapolation.

Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
Junwei Zhou, Xueting Li, Lu Qi, Ming-Hsuan Yang,
ICLR, 2025
project page / 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.

WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
Lianghui Zhu*, Junwei Zhou*, Yan Liu, Xin Hao, Wenyu Liu, Xinggang Wang,
ACM Multimedia, 2024
project page / arXiv

SAM in helping weakly-supervised instance perception task.

Academic Service

Reviewer, ICLR 2025

Website borrowed from JonBarron.