Junyi Zhang ç« ä¿Šä¸€
Hi! I am a first-year CS PhD student at UC Berkeley, advised by Prof. Trevor Darrell. Currently, I also work with Dr. Deqing Sun, Dr. Varun Jampani, and Prof. Ming-Hsuan Yang.
I obtained my B.Eng. (Honors) degree in Computer Science from Shanghai Jiao Tong University (SJTU), where I worked with Prof. Yong-Lu Li as an undergraduate researcher, supervised by Prof. Cewu Lu.
Previously, I was a research intern at Microsoft Research Asia (MSRA), mentored by Dr. Shizhao Sun and Dr. Jian-Guang Lou.
My research interests mainly lie in computer vision, deep generative models, and representation learning.
Email  / 
CV  / 
Google Scholar  / 
Twitter  / 
Github
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[2024.12] Our work DenseMatcher is on arXiv!
[2024.10] Very excited to share our latest work, Monst3r, check out the interactive 4D results 🔥!
[2024.06] I graduated from SJTU with Honor Degree, Outstanding Graduates of Shanghai, and Best Bachelor Thesis! 🥳
[2024.03] Code for Telling Left from Right is released on GitHub.
[2024.02] 🎉 Our work Telling Left from Right is accepted by CVPR 2024! 🎉
[2023.11] Our work Telling Left from Right is on arXiv!
[2023.09] 🎉 Our work A Tale of Two Features is accepted to NeurIPS 2023! 🎉
[2023.08] Code for LayoutDiffusion is released on GitHub.
[2023.07] 🎉 Our work LayoutDiffusion is accepted to ICCV 2023! 🎉
[2023.06] Code for A Tale of Two Features is released on GitHub.
[2023.05] Our work A Tale of Two Features is on arXiv!
[2023.04] Our work Pangea is on arXiv!
[2023.03] Our work LayoutDiffusion is on arXiv!
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MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
Junyi Zhang,
Charles Herrmann+,
Junhwa Hur,
Varun Jampani,
Trevor Darrell,
Forrester Cole,
Deqing Sun*,
Ming-Hsuan Yang*
Under review, 2024
code
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project page
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arXiv
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DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo
Junzhe Zhu*,
Yuanchen Ju*,
Junyi Zhang,
Muhan Wang,
Zhecheng Yuan,
Kaizhe Hu,
Huazhe Xu
Under review, 2024
code
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project page
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arXiv
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Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence
Junyi Zhang,
Charles Herrmann,
Junhwa Hur,
Eric Chen,
Varun Jampani,
Deqing Sun*,
Ming-Hsuan Yang*
CVPR, 2024
code
/ project page
/ arXiv
/ poster
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From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
Yong-Lu Li*,
Xiaoqian Wu*,
Xinpeng Liu,
Zehao Wang,
Yiming Dou,
Yikun Ji,
Junyi Zhang,
Yixing Li,
Xudong Lu,
Jingru Tan,
Cewu Lu
CVPR, 2024
code
/ project page
/ arXiv
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A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
Junyi Zhang,
Charles Herrmann,
Junhwa Hur,
Luisa F. PolanÃa,
Varun Jampani,
Deqing Sun,
Ming-Hsuan Yang
NeurIPS, 2023
code
/ project page
/ arXiv
/ poster
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LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
Junyi Zhang,
Jiaqi Guo,
Shizhao Sun,
Jian-Guang Lou,
Dongmei Zhang
ICCV, 2023
code & project page
/ arXiv
/ poster
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Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
Xiaoqian Wu*,
Yong-Lu Li*,
Xinpeng Liu,
Junyi Zhang,
Yuzhe Wu,
Cewu Lu
ECCV, 2022
code
/ arXiv
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InteractFusion: Synthesizing Interactive Motions with Noise-Decoupled Diffusion Models
Junyi Zhang and Hongchi Xia (course report only)
Advisor: Dr. Xinpeng Liu and Prof. Yong-Lu Li
CS3327: Virtual Reality and Augmented Display
SJTU, March 2023
Course Report
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DiffStyle: Leverage Diffusion Prior to One-for-All Style Transfer
Junyi Zhang
CS3310: Computer Graphics
SJTU, Dec. 2022
Github / bilibili (in Chinese)
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University of California, Merced
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Google Research
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Microsoft Research Asia
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Shanghai Jiao Tong University
2020.09 ~ 2024.06
Shanghai, China
First year GPA: 3.85 (rank 1/73)
Final GPA: 3.92 (rank 8/108)
B.Eng. in Computer Science and Technology (Honor), Zhiyuan Honors Program
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Best Bachelor Thesis (top 1%, ranked 1/200+ in CS department), SJTU, 2024
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Outstanding Graduates of Shanghai (top 3%), SJTU, 2024
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Zhiyuan Outstanding Scholarship (top 5% in honors program), SJTU, 2024
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SenseTime Scholarship (30 undergraduate AI researchers nationwide), SenseTime, 2023
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Chandler-Chi Family Scholarship (top 5%), SJTU, 2023
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Microsoft Research "Stars of Tomorrow" Certificate (top 10% interns), MSRA, 2022
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Huawei Fellowship (top 1% in honors program), SJTU, 2022
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Fujian Young Talent Merit Scholarship (50 winners in the whole province), Communist Youth League Fujian Committee, 2022
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National Scholarship (top 0.2% nationwide), Ministry of Education of the People's Republic of China, 2021
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Merit Scholarship, A Level (top 1%), SJTU, 2021
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Merit Student Award (top 5%), SJTU, 2021
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Zhiyuan Honors Scholarship (top 5%), SJTU, 2021, 2022, 2023
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Meritorious Winner (top 7%), ICM, 2021
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I am a cinephile. My favorite directors include
Martin Scorsese,
Theodoros Angelopoulos,
Leos Carax,
Jean-Luc Godard,
Paul Thomas Anderson,
and many more. You can find a list of some of my favorite films here.
I was the VP of the student group '800 Movie Theater' and hosted several salons and weekend theater events. I also write reviews on films, books, and games on Douban.
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