Yuxin Jiang

I am a Ph.D. student at National University of Singapore (NUS) and Agency for Science, Technology and Research (A*STAR), advised by Prof. Mike Zheng Shou and Prof. Ivor Tsang (IEEE Fellow).

Previously, I received my B.Eng. in Computer Science with a Minor in Mathematics at Nanyang Technological University (NTU), Singapore, supervised by Prof. Chen Change Loy.

My research interests lie in computer vision and generative models. Recently, I am interested in exploring the transformative potential of generative power in embodied AI, such as learning video world models, and their applications in games and robotics.

Email  /  Google Scholar  /  GitHub  /  Twitter  /  LinkedIn

profile photo
Publications (* equal contribution)
Personalized Vision via Visual In-Context Learning
Yuxin Jiang, Yuchao Gu, Yiren Song, Ivor Tsang, Mike Zheng Shou
arXiv Preprint,  2025
arXiv  /  Project Page  /  Code GitHub Repo stars

Keywords: Personalization, Visual ICL, Diffusion transformer
Balanced Image Stylization with Style Matching Score
Yuxin Jiang, Liming Jiang, Shuai Yang, Jia-Wei Liu, Ivor Tsang, Mike Zheng Shou
International Conference on Computer Vision (ICCV),  2025 
arXiv  /  Project Page  /  Code GitHub Repo stars

Keywords: Style transfer, Diffusion model, Score distillation
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation
Yuxin Jiang*, Liming Jiang*, Shuai Yang, Chen Change Loy
International Conference on Computer Vision (ICCV),  2023 
arXiv  /  Project Page  /  Code GitHub Repo stars  /  Demo

Keywords: Scene stylization, GAN, Domain adaption
Towards Efficient 3D Object Detection in Bird’s-Eye-Space for Autonomous Driving: A Convolutional-Only Approach
Yuxin Li, Qiang Han, Mengying Yu, Yuxin Jiang, Chai Kiat Yeo, et al.
IEEE International Conference on Intelligent Transportation Systems (ITSC),  2023 
arXiv

Keywords: 3D object detection, BEV, Autonomous driving
(Internship Project at Desay)
Education & Experiences
National University of Singapore (NUS) 📍 Singapore
Aug. 2024 - Present

Department of Electrical and Computer Engineering
Ph.D. Student
CGPA: 5.00 / 5.00
Visual AI Group, KAIST 📍 Daejeon, South Korea
Jan. 2024 - Mar. 2024
Student Researcher (Advisor: Prof. Minhyuk Sung)
Topic: 3D Generative Models, Neural Rendering, Score Distillation
Image and Video Understanding Lab (IVUL), KAUST 📍 Thuwal, Saudi Arabia (Remote)
Jan. 2023 - Jul. 2023
Research Intern (Advisor: Prof. Bernard Ghanem)
Topic: Multimodal Learning, Video Localization, Egocentric Perspective
Desay SV Automotive 📍 Singapore
Jun. 2022 - Oct. 2022
Computer Vision Research Engineer Intern (Perception Fusion Group)
Topic: Multi-Camera 3D Object Detection in Bird-Eye-View
Multimedia Laboratory (MMLab), NTU 📍 Singapore
Aug. 2021 - May. 2024
Algorithm Research Intern (Advisor: Prof. Chen Change Loy)
Topic: Anime Scene Rendering, Image-to-Image Translation, Style Transfer
Nanyang Technological University (NTU) 📍 Singapore
Aug. 2020 - May. 2024

B.Eng. in Computer Science with a Minor in Mathematics
CGPA: 4.88 / 5.00 (Highest Distinction)
ntucs-repo🙈
Honors & Awards
Professional Services

  • Conference Reviewer:  
    • ICCV 2025
  • Workshop Reviewer:  
  • Journal Reviewer:  
    • Computer Vision and Image Understanding (CVIU)
    • IEEE Transactions on Artificial Intelligence (TAI)
    • IEEE Transactions on Multimedia (TMM)

    		•
    Misc.

  • Sports is part of my life forever❤️‍🔥. I was a student athlete as a member of NTU Table Tennis Varsity Sports Team🏓🥈🥉🥉. I also actively serve as an STTA National Umpire in my free time.
  • A normal life dreamer who is always planning to travel around the world ...

    • Last updated in Oct. 2025
    Template by Jon Barron. Color scheme by Chelsea Finn.