Junyi Zhang

Junyi Zhang 章俊一

Hi! I am a PhD student at UC Berkeley, advised by Prof. Trevor Darrell. Previously, I obtained my B.Eng. (Honors) in Computer Science from Shanghai Jiao Tong University (SJTU). I am currently a research intern at Physical Intelligence, and I have also stayed at Google DeepMind and Microsoft Research Asia.

My research interests mainly lie in computer vision, deep generative models, 4D, and robotics.

Email / CV / Google Scholar / Twitter / Github

News

[2026.06] Our work RATs is on arXiv!
[2026.03] Our work LoGeR is on arXiv! Check out the project page and code.
[2026.01] VisGym is on arXiv! Code, dataset, models, and benchmarks can be found on the webpage!
[2025.10] VideoMimic is accepted to CoRL 2025 as Oral, Best Student Paper Award!
[2025.05] Our work VideoMimic is released, check out the project page we made: VideoMimic.net!
[2025.04] Our work St4RTrack is on arXiv!
[2025.01] Both MonST3R and DenseMatcher are accepted by ICLR 2025 as Spotlight!
[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! 🥳

more previous news...

Selected Publications

	Playful Agentic Robot Learning Junyi Zhang^†, Jiaxin Ge^†, Hanjun Yoo^†, Letian Fu^‡, Zihan Yang^‡, Yaowei Liu^‡, Raj Saravanan^‡, Shaofeng Yin, Justin Yu, Dantong Niu, Zirui Wang, Roei Herzig, Ken Goldberg, Yutong Bai, David M. Chan, Ion Stoica, Angjoo Kanazawa, Jiahui Lei^§, Haiwen Feng^§, Trevor Darrell arXiv, 2026 code / project page / arXiv
	LoGeR: Long-Context Geometric Reconstruction with Hybrid Memory Junyi Zhang, Charles Herrmann, Junhwa Hur, Chen Sun, Ming-Hsuan Yang, Forrester Cole, Trevor Darrell, Deqing Sun† ECCV, 2026 code / project page / arXiv
	VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents Zirui Wang, Junyi Zhang, Jiaxin Ge, Long Lian, Letian Fu, Lisa Dunlap, Ken Goldberg, Xudong Wang, Ion Stoica, David M. Chan, Sewon Min, Joseph E. Gonzalez arXiv*, 2026 code / project page / arXiv / dataset & models
	Visual Imitation Enables Contextual Humanoid Control Arthur Allshire, Hongsuk Choi, Junyi Zhang, David McAllister, Anthony Zhang, Chung Min Kim, Trevor Darrell, Pieter Abbeel, Jitendra Malik, Angjoo Kanazawa CoRL, 2025 (Oral, Best Student Paper Award) code / project page / arXiv
	St4RTrack: Simultaneous 4D Reconstruction and Tracking in the World Haiwen Feng, Junyi Zhang, Qianqian Wang, Yufei Ye, Pengcheng Yu, Michael J. Black, Trevor Darrell, Angjoo Kanazawa ICCV, 2025 code / project page / arXiv
	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 ICLR, 2025 (Spotlight) code / project page / arXiv / poster
	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 ICLR, 2025 (Spotlight) code / project page / arXiv
	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
	A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence Junyi Zhang, Charles Herrmann, Junhwa Hur, Luisa F. Polanía, Varun Jampani, Deqing Sun, Ming-Hsuan Yang NeurIPS, 2023 code / project page / arXiv / poster
	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

Course Projects

	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
	DiffStyle: Leverage Diffusion Prior to One-for-All Style Transfer Junyi Zhang CS3310: Computer Graphics SJTU, Dec. 2022 Github / bilibili (in Chinese)

Experience

	Physical Intelligence 2026.05 ~ present San Francisco, CA, USA Research Intern Host: XuDong Wang
	Google DeepMind 2025.05 ~ 2026.01 Cambridge, MA, USA Student Researcher Host: Deqing Sun; Mentors: Charles Herrmann, Junhwa Hur, and Forrester Cole
	University of California, Merced 2023.06 ~ 2023.10 Merced, CA, USA Visiting student Supervisor: Prof. Ming-Hsuan Yang
	Google Research 2023.03 ~ 2024.10 Cambridge, MA, USA Remote Collaborator Supervisor: Deqing Sun, Varun Jampani, and Prof. Ming-Hsuan Yang
	Microsoft Research Asia 2022.07 ~ 2022.12 Beijing, China Research intern Supervisor: Shizhao Sun and Jian-Guang Lou
	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) Advisor: Prof. Yong-Lu Li and Prof. Cewu Lu B.Eng. in Computer Science and Technology (Honor), Zhiyuan Honors Program

Honors

Qualcomm Innovation Fellowship, Qualcomm, 2025

Best Bachelor Thesis (top 1%, ranked 1/200+ in CS department), SJTU, 2024

Outstanding Graduates of Shanghai (top 3%), SJTU, 2024

Zhiyuan Outstanding Scholarship (top 5% in honors program), SJTU, 2024

SenseTime Scholarship (30 undergraduate AI researchers nationwide), SenseTime, 2023

Chandler-Chi Family Scholarship (top 5%), SJTU, 2023

Microsoft Research "Stars of Tomorrow" Certificate (top 10% interns), MSRA, 2022

Huawei Fellowship (top 1% in honors program), SJTU, 2022

Fujian Young Talent Merit Scholarship (50 winners in the whole province), Communist Youth League Fujian Committee, 2022

National Scholarship (top 0.2% nationwide), Ministry of Education of the People's Republic of China, 2021

Merit Scholarship, A Level (top 1%), SJTU, 2021

Merit Student Award (top 5%), SJTU, 2021

Zhiyuan Honors Scholarship (top 5%), SJTU, 2021, 2022, 2023

Meritorious Winner (top 7%), ICM, 2021

Misc.

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 'No. 800 Film Society' and hosted several film salons and curated several screening series. I also write reviews on films, books, and games (in Chinese) on Douban.