Yurui Zhu朱禹睿Ph.D Candidate
University of Science and Technology of China, Anhui, China |
![]() |
I am currently a PhD student in University of Science and Technology of China (USTC).
My research interests focus on Computer Vsion, especially low-level vision tasks, advised by Xueyang Fu,
Zheng-Jun Zha, and Qibin Sun. I was a research intern at Shanghai AI Laboratory, advised by
Xiaowei Hu. Besides, I was a research intern at vivo, advised by
Bo Li.
2024
Revisiting Single Image Reflection Removal In the Wild
Yurui Zhu, Xueyang Fu, Peng-Tao Jiang, Hao Zhang, Jinwei Chen, Qibin Sun, Zheng-Jun Zha, Bo li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024)
[download]
[code]
HomoFormer: Homogenized Transformer for Image Shadow Removal
Jie Xiao, Xueyang Fu, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2024)
DreamClean: Restoring Clean Image Using Deep Diffusion Prior
Jie Xiao, Ruili Feng, Zhiheng Liu, Zhantao Yang, Han Zhang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha
International Conference on Learning Representations (ICLR 2024)
2023
Hue Guidance Network for Single Image Reflection Removal
Yurui Zhu, Xueyang Fu , Zheyu Zhang, Aiping Liu, Zhiwei Xiong, and Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2023)
[code]
Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions
Yurui Zhu^, Tianyu Wang^, Xueyang Fu , Xuanyu Yang, Xin Guo, Jifeng Dai, Yu Qiao, and Xiaowei Hu (^: joint first authors)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023)
[download]
[code]
Continual Image Deraining with Hypergraph Convolutional Networks
Xueyang Fu, Jie Xiao, Yurui Zhu,Aiping Liu, Feng Wu, Zheng-Jun Zha
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023)
[paper]
2022
Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Camera
Yurui Zhu, Xi Wang, Xueyang Fu, and Xiaowei Hu
1st Mobile Intelligent Photography & Imaging Workshop @ ECCV 2022
[paper]
[code]
JPEG Artifacts Removal via Contrastive Representation Learning
Xi Wang, Xueyang Fu, Yurui Zhu, and Zheng-Jun Zha
European Conference on Computer Vision (ECCV)
[code]
Single Image Shadow Detection via Complementary Mechanism
Yurui Zhu, Xueyang Fu, Chengzhi Cao, Xi Wang, Qibin Sun, and Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM)
[code]
Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network (Oral)
Chengzhi Cao, Xueyang Fu, Yurui Zhu, gege Shi, and Zheng-Jun Zha
International Joint Conference on Artificial Intelligence (IJCAI)
[download]
[code]
Bijective Mapping Network for Shadow Removal (CVPR) (Oral)
Yurui Zhu^, Jie Huang ^, Xueyang Fu , Feng Zhao, Qibin Sun, and Zheng-Jun Zha (^ : joint first authors )
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
[paper]
Efficient Model-Driven Network for Shadow Removal
Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu , Zhiwei Xiong, and Zheng-Jun Zha
AAAI Conference on Artificial Intelligenc (AAAI)
[paper]
[download]
[code]
2021
Multifocal Attention-Based Cross-Scale Network for Image De-raining (Oral)
Zheyu Zhang, Yurui Zhu, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha, and Feng Wu
ACM International Conference on Multimedia (ACM MM)
[paper]
[download]
Rain Streak Removal via Dual Graph Convolutional Network
Xueyang Fu, Qi Qi, Yurui Zhu, Xinghao Ding, and Zheng-Jun Zha
AAAI Conference on Artificial Intelligence (AAAI)
[paper]
[download]
2020
Learning Dual Transformation Networks for Image Contrast Enhancement
Yurui Zhu, Xueyang Fu, and Aiping Liu
IEEE Signal Processing Letters (SPL)
[paper]
[download]
[code]