Yurui Zhu

朱禹睿

Ph.D Candidate

University of Science and Technology of China, Anhui, China

Email: zyr@mail.ustc.edu.cn


Biography

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.

Publications [Google Scholar]

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)
    [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)
    [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]

Honors & Awards