Yaxing is an associate professor of college of computer science at Nankai University. His research interests include GANs, image-to-image translation, domain adaptation and lifelong learning.
Research Interests：
My research covers a range of GAN, Transfer Learning, Domain Adaptation and Lifelong learning.
See my recent publications for more details.
News
- Two papers are accepted by NeurIPS2025
- Three papers are accepted by CVPR2025 and ICCV2025
- Two papers are accepted by ICLR2025
- 1Prompt1Story are accepted by ICLR2025 as spotlight
- I am ICLR2026 Area Chair
- I am an speaker at CCF CAD/CG 2025
- I am an speaker at RACV 2025
- I am an speaker at VALSE 2025
Group
Ph.D. Students
- Senmao Li (Image editing, 2022-)
- Kangneng Zhou (3D Vision, 2023-)
- Linxuan Li (Diffusion Model, 2024-)
- Lei Wang (Multimodal Large Model, co-supervise with Jian Yang, 2024-)
- Yang Cheng (Diffusion Model, 2024-)
- Zixun Xia (Diffusion Model, 2025-)
Master Students
- Taihang Hu (Diffusion Model, 2023-)
- Tao Liu (Diffusion Model, 2024-)
- Lizhao Qi (Image restoration, co-supervise with Ming-Ming Cheng, 2025-)
- Zhiqian Li (Video restoration, 2025-)
- Haixin Liu (Diffusion Model, 2025-)
- Dong Xiang (Diffusion Model, co-supervise with Ming-Ming Cheng, 2025-)
Preprint
InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration
Senmao Li, Kai Wang, Joost van de Weijer, Fahad Shahbaz Khan, Chun-Le Guo, Shiqi Yang, Yaxing Wang, Jian Yang, Ming-Ming Cheng
arxiv, 2025
Selected Journal Publications (Google Scholar)
Minegan++: Mining generative models for efficient knowledge transfer to limited data domains
Yaxing Wang, Abel Gonzalez-Garcia, Chenshen Wu, Luis Herranz, Fahad Shahbaz Khan, Shangling Jui, Jian Yang, Joost van de Weijer
IJCV, 2024
Stylediffusion: Prompt-embedding inversion for text-based editing
Senmao Li, Joost van de Weijer, Taihang Hu, Fahad Shahbaz Khan, Qibin Hou, Yaxing Wang, Jian Yang
CVMJ, 2024
Selected Conference Publications (Google Scholar)
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing
Taihang Hu, Linxuan Li, Kai Wang, Yaxing Wang, Jian Yang, Ming-Ming Cheng
ICCV, 2025
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
Tao Liu, Kai Wang, Senmao Li, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang, Ming-Ming Cheng
ICLR, 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability
Lei Wang, Senmao Li, Fei Yang, Jianye Wang, Ziheng Zhang, Yuhan Liu, Yaxing Wang, Jian Yang
CVPR, 2025
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models
Senmao Li, Lei Wang, Kai Wang, Tao Liu, Jiehang Xie, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian Yang
CVPR, 2025
Token merging for training-free semantic binding in text-to-image synthesis
Taihang Hu, Linxuan Li, Joost van de Weijer, Hongcheng Gao, Fahad Shahbaz Khan, Jian Yang, Ming-Ming Cheng, Kai Wang, Yaxing Wang
Neuips, 2024
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
Senmao Li, Joost van de Weijer, Fahad Khan, Tao Liu, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng
Neuips, 2024
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models
Senmao Li, Joost van de Weijer, Taihang Hu, Fahad Shahbaz Khan, Qibin Hou, Yaxing Wang, Jian Yang
ICLR, 2024
Adaptive texture filtering for single-domain generalized segmentation
Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo
AAAI, 2023
3D-aware multi-class image-to-image translation with NeRFs
Senmao Li, Joost Van De Weijer, Yaxing Wang, Fahad Shahbaz Khan, Meiqin Liu, Jian Yang
CVPR, 2023
Academic Services
- ICLR2026 Area Chair
Honors and Awards
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