Portrait
Jin Zhou
PhD Student
Shenzhen University
About Me

I am a Ph.D. student in the VCC group at the College of Computer Science and Software Engineering (CSSE), Shenzhen University, where I am fortunate to be advised by Associate Professor Pengfei Xu.

My research interests primarily lie in deep learning generative models and latent space exploration, with a special focus on 3D and vector shapes. Currently, I am actively exploring advanced techniques such as diffusion models and flow matching to tackle complex generation tasks, including multi-level representation and image-to-vector sketch synthesis.

Education
  • Shenzhen University
    Shenzhen University
    Computer Science and Technology
    Ph.D. Student
    2025 - present
  • Shenzhen University
    Shenzhen University
    M.S. in Computer Science and Technology
    2023 - 2025
  • Shanghai Maritime University
    Shanghai Maritime University
    B.S. in Computer Science and Technology
    2019 - 2023
Selected Publications (view all )
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion

Jin Zhou, Yi Zhou, Hongliang Yang, Pengfei Xu#, Hui Huang (# corresponding author)

Annual AAAI Conference on Artificial Intelligence 2026

StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion

Jin Zhou, Yi Zhou, Hongliang Yang, Pengfei Xu#, Hui Huang (# corresponding author)

Annual AAAI Conference on Artificial Intelligence 2026

SPLICE: Part-Level 3D Shape Editing from Local Semantic Extraction to Global Neural Mixing
SPLICE: Part-Level 3D Shape Editing from Local Semantic Extraction to Global Neural Mixing

Jin Zhou, Hongliang Yang, Pengfei Xu#, Hui Huang (# corresponding author)

Proceedings of Pacific Graphics 2025

SPLICE: Part-Level 3D Shape Editing from Local Semantic Extraction to Global Neural Mixing

Jin Zhou, Hongliang Yang, Pengfei Xu#, Hui Huang (# corresponding author)

Proceedings of Pacific Graphics 2025

All publications