Shuzhen Xu

Shuzhen Xu (徐树振)

I am a lecturer at Yantai University.
I received my Ph.D. from the Faculty of Information Technology, Beijing University of Technology in 2020.
My current research interests include:

Image Inpainting, Image Super-Resolution, Image Defogging, Image Deraining, Image Denoising and other Image Generation Techniques
(Camouflaged, Salient) Object Detection
3D Generation

Publications

Adaptive Structure-aware Network for Camouflaged Object Detection
Hongchen Wang, Shuzhen Xu*, Cuicui Lv, Qiang Zheng, Kaile Su
2026. paper code

Diff-GDAformer: A Diffusion-Guided Dynamic Attention Transformer for Image Inpainting
Hao Wu, Shuzhen Xu*, Cuicui Lv, Yuanwei Bi, Zhizhong Liu, Shuo Wang
Knowledge-Based Systems 2026. paper code

MT: A Hybrid Mamba–Transformer for Remote Sensing Image Super-Resolution
Jiajie Wang, Cuicui Lv, Shuzhen Xu, Zhenbin Du
IEEE Transactions on Geoscience and Remote Sensing 2026. paper code

Diff-DMamIR: A Diffusion Empowered Dynamic Fine-Guided Mamba for Image Restoration
Shenglong Lv, Shuzhen Xu*, Yunwei Bi, Shuo Wang
2025. paper code

MamerFuse: Context-consistent and Multi-scale Feature Fused Mamba-Transformer for Image Inpainting
Shuzhen Xu, Hao Wu, Qiang Zheng, Weiqing Yan, Kaile Su
2026. paper code

STD-YOLO: A small ship target detection model with enhanced information association mechanism
Hongchen Wang, Shuzhen Xu*, Cuicui Lv, Fangbo Cai, Shuo Wang
2025. paper code

RSSR-CDM: Remote Sensing Image Super-Resolution Based on an Improved Conditional Diffusion Model
Shuo Wang, Shuzhen Xu*, Cuicui Lv, Fangbo Cai
The Journal of Electronic Imaging 2025. paper code

SD-FR: A Controllable and Pluralistic Face Restoration Method Based on Stable Diffusion
Shuzhen Xu*, Wenlong Xiang
2025. paper code

A Diffusion-Augmented Recursive Context Transformer for Image Super-Resolution
Shuo Wang, Shuzhen Xu*, Cuicui Lv, Chaoqing Ma, Fangbo Cai
Knowledge-Based Systems 2025. paper code

Diversified Image Inpainting With Transformers and Denoising Iterative Refinement
Shuzhen Xu*, Wenlong Xiang, Cuicui Lv, Shuo Wang, Guanhua Liu
IEEE Access 2024. paper code

A Customizable Face Generation Method Based on Stable Diffusion Model
Wenlong Xiang, Shuzhen Xu*, Cuicui Lv, Shuo Wang
IEEE Access 2024. paper code

The safety evaluation method of steel enterprises based on deep learning
Jingmin Li, Shuzhen Xu*
Journal of Intelligent & Fuzzy Systems 2021. paper

Generative image completion with image-to-image translation
Shuzhen Xu, Qing Zhu, Jin Wang
Neural Computing and Applications, 2020. paper

Progressive Image Painting Outside the Box with Edge Domain
Shuzhen Xu*, Jin Wang, Qing Zhu
Journal of Intelligent & Fuzzy Systems 2020. paper