Short-Biography


I am currently a third-year Ph.D. student in the ICL group at the School of Artificial Intelligence, Jilin University, conducting research under the esteemed guidance of Associate Professor Rui Ma. In addition, I am privileged to receive mentorship from research scientist Yilin Wang at Adobe and Associate Professor Zili Yi at Nanjing University.
My research interests primarily focus on personalized visual content creation, encompassing areas such as image style transfer, image editing, image customization, video content creation, and 3D vision. I am dedicated to exploring how advanced artificial intelligence techniques can enable more personalized, flexible, and exciting visual content generation to meet the diverse needs and creative expressions of users.
I obtained my Bachelor’s degree from Dalian Maritime University and my Master’s degree from the School of Computer Science, Jilin University. Furthermore, I have had the privilege of interning at JD.com, Baidu, and Kunlun Tech, where I gained valuable practical experience.
In addition, I am the founder and primary presenter of PaperABC on bilibili, and our paper explanation videos have received widespread acclaim, accumulating over 12,000 followers to date.


News

  • [2024.12.18] Our work on “SingleDream: Attribute-Driven T2I Customization from a Single Reference Image” has been accepted by CVM 2025.
  • [2024.12.10] Our work on “SigStyle: Signature Style Transfer via Personalized Text-to-Image Models” has been accepted by AAAI 2025.

Publications

* Corresponding author, # Equal contribution

Research Projects
Project Image
SingleDream: Attribute-Driven T2I Customization from a Single Reference Image
Ye Wang, Ruiqi Liu, Zili Yi*, Rui Ma*
CVM 2025 Accepted.
Project Image
SigStyle: Signature Style Transfer via Personalized Text-to-Image Models
Ye Wang, Tongyuan Bai, Xuping Xie, Zili Yi, Yilin Wang*, Rui Ma*
AAAI 2025 Accepted.
Project Image
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations
Ye Wang, Bowei Jiang, Changqing Zou, Rui Ma*
Arxiv preprint 2023.
Project Image
Shape-Aware Fine-Grained Classification of Erythroid Cells
Ye Wang#, Rui Ma#, Xiaoqing Ma, Honghua Cui, Yubin Xiao, Xuan Wu, You Zhou*
Applied Intelligence accepted.
Project Image
3D-SSGAN: Lifting 2D Semantics for 3D-Aware Compositional Portrait Synthesis
Ruiqi Liu, Peng Zheng, Ye Wang, Rui Ma*
Pacific Graphics 2024 Accepted.
Project Image
TaylorGrid: Towards Fast and High-Quality Implicit Field Learning via Direct Taylor-based Grid Optimization
Renyi Mao, Qingshan Xu, Peng Zheng, Ye Wang, Tieru Wu, Rui Ma*
Arxiv preprint 2024.