About me

Hi, I am Zeyuan Chen, a first-year PhD student at University of California, San Diego, advised by Prof. Zhuowen Tu.

My current research focus is on 3D computer vision and machine learning, especially on topics such as 3D perception and modeling. I am also broadly interested in topics of computational photography and low-level vision. I obtained my Bachelor’s degree in Data Science and Big Data Technology from University of Science and Technology of China. I was fortunate to work with Prof. Xiaolong Wang@UCSD; Prof. Shenlong Wang@UIUC; Prof. Zhangyang (Atlas) Wang@UT Austin and Prof. Dong Liu@USTC. Here is my curriculum vitae.

Contact: zec016@ucsd.edu

Publications

• Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction
  Xiang Zhang*, Zeyuan Chen*, Fangyin Wei, Zhuowen Tu.
  In ICCV 2023.
  [PDF],[Code],[Project page]
• CASA: Category-agnostic Skeletal Animal Reconstruction
  Yuefan Wu*, Zeyuan Chen*, Shaowei Liu, Zhongzheng Ren, Shenlong Wang.
  In Neurips 2022.
  [PDF],[Code],[Project page]
• VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution
  Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang.
  In CVPR 2022.
  [PDF],[Code],[Project page]
• PSD: Principled Synthetic-to-Real Dehazing Guided by Physical Priors
  Zeyuan Chen, Yangchao Wang, Yang Yang, Dong Liu.
  In CVPR 2021 (Oral).
  [PDF],[Code],[Project page]
• CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise
  Zeyuan Chen, Yifan Jiang, Dong Liu, Zhangyang Wang.
  In IEEE Transactions on Image Processing (TIP).
  [PDF],[Code],[Project page]
• Bliva: A Simple Multimodal LLM for Better Handling of Text-rich Visual Questions
  Wenbo Hu*, Yifan Xu*, Yi Li, Weiyue Li, Zeyuan Chen, Zhuowen Tu.
  In AAAI 2024.
  [PDF],[Code],[Project page]

Research Experience

   University of Illinois Urbana-Champaign

     Advisor: Shenlong Wang

     Jun. 2021 - Aug. 2022

   University of California, San Diego

     Advisor: Xiaolong Wang

     Apr. 2021 - Nov. 2021

   University of Texas at Austin, VITA Group

     Advisor: Zhangyang (Atlas) Wang

     Jun. 2020 - Mar. 2021

   McMaster University, Data Science Lab

     Advisor: Fei Chiang

     Jun. 2020 - Aug. 2020

Misc.

I am a huge fan of Overwatch and I am a Tracer One Trick (๑•̀ㅂ•́)و✧