Selected Publications (full list):
Google Scholar Profile ( 9,100+ citations, h-index 39 )
*Corresponding author
2024
- Event-Driven Video Restoration With Spiking-Convolutional Architecture
Chengzhi Cao, Xueyang Fu*, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
- Hue Guidance Network for Single Image Reflection Removal
Yurui Zhu, Xueyang Fu*, Zheyu Zhang, Aiping Liu, Zhiwei Xiong, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF] [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), Accept
- Revisiting Single Image Reflection Removal In the Wild
Yurui Zhu, Bo Li, Xueyang Fu*, Peng-Tao Jiang, Hao Zhang, Qibin Sun, Zheng-Jun Zha, Jinwei Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Accept
- 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) [PDF]
2023
- 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 (T-PAMI) [PDF]
- Random Shuffle Transformer for Image Restoration
Jie Xiao, Xueyang Fu*, Man Zhou, Hongjian Liu, Zheng-Jun Zha
International Conference on Machine Learning (ICML) [PDF] [Code]
- Event-guided Person Re-Identification via Sparse-Dense Complementary Learning
Chengzhi Cao, Xueyang Fu*, Hongjian Liu, Yukun Huang, Kunyu Wang, Jiebo Luo, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code]
- Generalized UAV Object Detection via Frequency Domain Disentanglement
Kunyu Wang, Xueyang Fu, Yukun Huang, Chengzhi Cao, Gege Shi, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Edge-aware Regional Message Passing Controller for Image Forgery Localization
Dong Li, Jiaying Zhu, Menglu Wang, Jiawei Liu, Xueyang Fu, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- 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, Xiaowei Hu*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code]
- PAN-guided Band-aware Multi-spectral Feature Enhancement for Pan-sharpening
Man Zhou, Keyu Yan, Xueyang Fu*, Aiping Liu, Chengjun Xie
IEEE Transactions on Computational Imaging (T-CI) [PDF]
2022
- A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal
Xueyang Fu, Menglu Wang, Xiangyong Cao, Xinghao Ding, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF] [TensorFlow_Code]
- Stochastic Window Transformer for Image Restoration
Jie Xiao, Xueyang Fu*, Feng Wu, Zheng-Jun Zha
Advances in Neural Information Processing Systems (NeurIPS) [PDF] [PyTorch_Code] (Spotlight Paper)
- Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification
Yukun Huang, Xueyang Fu*, Liang Li, Zheng-Jun Zha
International Journal of Computer Vision (IJCV) [PDF] [PyTorch_Code]
- Bijective Mapping Network for Shadow Removal
Yurui Zhu, Jie Huang, Xueyang Fu*, Feng Zhao, Qibin Sun, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [PyTorch_Code] (Oral Paper)
- Mutual Information-driven Pan-sharpening
Man Zhou, Keyu Yan, Jie Huang, Zihe Yang, Xueyang Fu*, Feng Zhao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code]
- JPEG Artifacts Removal via Contrastive Representation Learning
Xi Wang, Xueyang Fu*, Yurui Zhu, Zheng-Jun Zha
European Conference on Computer Vision (ECCV) [PDF] [Code]
- Effective Pan-Sharpening with Transformer and Invertible Neural Network (ESI Highly Cited Paper)
Man Zhou, Xueyang Fu*, Jie Huang, Feng Zhao, Aiping Liu, Rujing Wang
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF]
- Effective Pan-sharpening by Multi-Scale Invertible Neural Network and Heterogeneous Task Distilling
Man Zhou, Jie Huang, Xueyang Fu*, Feng Zhao, Danfeng Hong
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF]
- Exposure Normalization and Compensation for Multiple Exposure Correction
Jie Huang, Yajing Liu,Xueyang Fu, Man Zhou, Yang Wang, Feng Zhao, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Memory-augmented Deep Conditional Unfolding Network for Pan-sharpening
Gang Yang, Man Zhou, Keyu Yan, Aiping Liu, Xueyang Fu, Fan Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Dreaming to Prune Image Deraining Networks
Weiqi Zou, Yang Wang, Xueyang Fu, Yang Cao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
2021
- Unfolding Taylor's Approximations for Image Restoration
Man Zhou, Xueyang Fu*, Zeyu Xiao, Aiping Liu, Gang Yang, Zhiwei Xiong
Advances in Neural Information Processing Systems (NeurIPS) [PDF] [Code]
- Learning Dual Priors for JPEG Compression Artifacts Removal
Xueyang Fu, Xi Wang, Aiping Liu, Junwei Han, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF] [TensorFlow_Code] [WeChat Compression Dataset: BaiduYun 百度云 (提取码：9z3k), Google drive]
- Successive Graph Convolutional Network for Image De-raining
Xueyang Fu, Qi Qi, Zheng-Jun Zha, Xinghao Ding, Feng Wu, John Paisley
International Journal of Computer Vision (IJCV) [PDF] [TensorFlow_Code]
- Deep Multi-Scale Detail Networks for Multi-Band Spectral Image Sharpening (ESI Highly Cited Paper)
Xueyang Fu, Wu Wang, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF] [TensorFlow_Code]
- Rain Streak Removal via Dual Graph Convolutional Network
Xueyang Fu, Qi Qi, Yurui Zhu, Xinghao Ding, Zheng-Jun Zha
AAAI Conference on Artificial Intelligence (AAAI) [PDF] [TensorFlow_Code]
- Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising
Xiangyong Cao, Xueyang Fu (co-first author), Chen Xu, Deyu Meng
IEEE Transactions on Geoscience and Remote Sensing (T-GRS) [PDF] [Code]
- Attack-Guided Perceptual Data Generation for Real-world Re-Identification
Yukun Huang, Xueyang Fu (co-first author), Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Improving De-raining Generalization via Neural Reorganization
Jie Xiao, Man Zhou, Xueyang Fu*, Aiping Liu, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Image De-raining via Continual Learning
Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu*, Aiping Liu, Jinshan Pan, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [PyTorch_Code]
- Multifocal Attention-Based Cross-Scale Network for Image De-raining
Zheyu Zhang, Yurui Zhu, Xueyang Fu*, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu
ACM International Conference on Multimedia (ACM MM) [PDF] (Oral Paper)
- Cross-Patch Graph Convolutional Network for Image Denoising
Yao Li, Xueyang Fu, Zheng-Jun Zha
International Conference on Computer Vision (ICCV) [PDF]
- Space-time distillation for video super-resolution
Zeyu Xiao, Xueyang Fu, Jie Huang, Zhen Cheng, Zhiwei Xiong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
2020
- Lightweight Pyramid Networks for Image Deraining (ESI Highly Cited Paper)
Xueyang Fu, Borong Liang, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
[Code and dataset]
- Underwater Image Enhancement with Global-Local Networks and Compressed-Histogram Equalization
Xueyang Fu, Xiangyong Cao
Signal Processing: Image Communication [PDF] [Tensorflow_Code]
- Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning
Shiyu Deng, Xueyang Fu*, Zhiwei Xiong, Chang Chen, Dong Liu, Xuejin Chen, Qing Ling, Feng Wu
Medical Image Computing and Computer-Assisted Intervention (MICCAI) [PDF]
- An Enhanced 3-Dimensional Discrete Wavelet Transform for Hyperspectral Image Classification (ESI Highly Cited Paper)
Xiangyong Cao, Jing Yao, Xueyang Fu*, Haixia Bi, Danfeng Hong
IEEE Geoscience and Remote Sensing Letters (GRSL) [PDF]
- Real-world Person Re-Identification via Degradation Invariance Learning
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Rain O’er Me: Synthesizing Real Rain to Derain with Data Distillation
Huangxing Lin, Yanlong Li, Xueyang Fu, Xinghao Ding, Yue Huang, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF] [Pytorch_Code]
- Space-Time Video Super-Resolution using Temporal Profiles
Zeyu Xiao, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM) [PDF] (Oral Paper)
2019
- JPEG Artifacts Reduction via Deep Convolutional Sparse Coding
Xueyang Fu, Zheng-Jun Zha, Feng Wu, Xinghao Ding, John Paisley
IEEE International Conference on Computer Vision (ICCV) [PDF]
[Tensorflow_Code]
- A Variational Pan-Sharpening With Local Gradient Constraints
Xueyang Fu, Zihuang Lin, Yue Huang, Xinghao Ding
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
[Matlab_Code]
- A Deep Information Sharing Network for Multi-Contrast Compressed Sensing MRI Reconstruction
Liyan Sun, Zhiwen Fan, Xueyang Fu, Yue Huang, Xinghao Ding, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF]
2018 and before
- PanNet: A deep network architecture for pan-sharpening
Junfeng Yang, Xueyang Fu (co-first author), Yuwen Hu, Yue Huang, Xinghao Ding, John Paisley
IEEE International Conference on Computer Vision (ICCV) [PDF] [Training Code]
- Removing Rain from Single Images via a Deep Detail Network
Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code and dataset]
- Clearing the Skies: A deep network architecture for single-image rain removal (ESI Highly Cited Paper)
Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John Paisley
IEEE Transactions on Image Processing (T-IP) [PDF] [Code and dataset]
- A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation
Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Matlab code]
- A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation (ESI Highly Cited Paper)
Xueyang Fu, Yinghao Liao, Delu Zeng, Yue Huang, Xiao-Ping Zhang, Xinghao Ding
IEEE Transactions on Image Processing (T-IP) [PDF] [Matlab code]
- Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI
Yue Huang, John Paisley, Qin Lin, Xinghao Ding, Xueyang Fu, Xiao-Ping Zhang
IEEE Transactions on Image Processing (T-IP) [PDF]
Challenges and Workshop Papers:
Chinese Patents:
查正军; 傅雪阳; 曹成志; 时格格; 朱禹睿. 一种基于立体图建模的事件驱动视频超分辨率方法. 发明专利（专利号：ZL 202210245281.1）
查正军; 傅雪阳; 朱禹睿. 一种基于模型驱动的图像阴影去除方法. 发明专利（专利号：ZL 202210323114.4）
查正军; 傅雪阳; 曹成志; 时格格; 黄宇坤. 一种基于事件数据驱动的视频去模糊方法. 发明专利（专利号：ZL 202210124768.4）
查正军; 傅雪阳; 朱禹睿; 黄杰；王洋. 一种基于双向映射网络的图像阴影去除方法. 发明专利（专利号：ZL 202210570043.8）
刘爱萍; 阳港; 陈勋; 傅雪阳; 吴枫. 一种基于图可逆神经网络的医学图像分割方法. 发明专利（专利号：ZL 202111282403.6）
傅雪阳; 查正军; 刘爱萍; 杨子禾. 一种基于渐进式跨尺度神经网络的遥感图像融合锐化方法. 发明专利（专利号：ZL 202111489048.X）
刘爱萍; 宋公正; 陈勋; 傅雪阳; 吴枫. 一种状态相关的动态脑电信号中肌电伪迹的消除方法. 发明专利（专利号：ZL 202010575361.4）
丁兴号; 傅雪阳; 陈丽琴. 基于卷积神经网络的单幅图像去雨方法. 发明专利（专利号：ZL 201610592134.6）
丁兴号; 吴笑天; 傅雪阳; 郭伟; 金文博. 一种基于变分法的图像去雾方法. 发明专利（专利号：ZL 201310008724.6）
丁兴号; 郑贤辉; 郭伟; 傅雪阳; 廖英豪. 一种基于多次引导滤波的图像去雨雪方法. 发明专利（专利号：ZL 201310301698.6）
丁兴号; 吴笑天; 郭伟; 傅雪阳; 金文博. 一种基于各向异性滤波的去雾方法. 发明专利（专利号：ZL 201310008471.2）
丁兴号; 于一淼; 傅雪阳; 戴光智. 一种基于自适应光照计算的图像去雾方法. 发明专利（专利号：ZL 201310008722.7）
Fundings:
National Natural Science Foundation of China, PI (国家自然科学基金 - 面上项目, NSFC 62276243, 主持), 2023-2026
USTC Research Funds of the Double First-Class Initiative, PI (校青年创新重点基金项目, 主持), 2021-2022
National Natural Science Foundation of China, Youth Program, PI (国家自然科学基金 - 青年项目, NSFC 61901433, 主持), 2020-2022
National Key R&D Program of China, Key Participant (科技创新2030 — "新一代人工智能"重大项目, 参与), 2020-2023
National Natural Science Foundation of China, Key Program, Participant (国家自然科学基金 - 重点项目, 参与), 2020-2023
Awards:
2023 World's Top 2% Scientists: Single-year Impact （斯坦福全球前2%顶尖科学家榜单，List）
2022, 2023 Elsevier Highly Cited Chinese Researchers （爱思唯尔中国高被引学者，Certificate: 2022, 2023）
2021 Outstanding Reviewer（IEEE Journal of Oceanic Engineering）
2020 福建省科学技术奖（自然科学三等奖）
2020 EURASIP Best Paper Award, Signal Processing Journal, Elsevier（Certificate）
2019 第九届吴文俊人工智能科学技术奖（自然科学三等奖）
2016, 2017 博士研究生国家奖学金 (National Scholarship, highest national wide scholarship for students in China)
2014, 2016 厦门大学奖学金
Invited Talks:
2023 "Low-quality Image Enhancement and Analysis", IEEE 17th International Conference on Anti-counterfeiting, Security, and ldentification (IEEE ASID), Xiamen, Keynote Speaker
2023 "知识与数据协同驱动的低质图像增强"，第六届中国模式识别与计算机视觉大会（PRCV），厦门，专题论坛特邀报告
Academic Activities:
Journal Reviewer:
International Journal of Computer Vision
IEEE Transactions on Multimedia
IEEE Transactions on Cybernetics
IEEE Transactions on Image Processing
IEEE Transactions on Industrial Electronics
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Journal of Selected Topics in Signal Processing
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IEEE Signal Processing Letters
IEEE Geoscience and Remote Sensing Letters
IEEE Journal of Oceanic Engineering
IEEE Computer Graphics and Applications
IEEE Access
Neurocomputing
Signal Processing
The Visual Computer
IET Image Processing
Knowledge-Based Systems
Digital Signal Processing
Pattern Recognition Letters
Applied Mathematical Modeling
Signal, Image and Video Processing
ACM/IMS Transactions on Data Science
Signal Processing: Image Communication
Computer Vision and Image Understanding
EURASIP Journal on Image and Video Processing
ACM Transactions on Intelligent Systems and Technology
Journal of Visual Communication and Image Representation
Journal of Computer Science and Technology
Chinese Journal of Computers（计算机学报）
Area Chair or Senior Program Committee:
AAAI 2021, 2022, 2023, 2024
PRCV 2023, 2024
Reviewer or Program Committee:
CVPR 2018 - 2022, 2024
ICCV 2019, 2021, 2023
ECCV 2020, 2022
NeurIPS 2019, 2021 - 2023
ICML 2020 - 2023
ACM Multimedia 2019 - 2023
AAAI 2018 - 2020
IJCAI 2018 - 2024
ICLR 2021 - 2023
WACV 2021 - 2024
MICCAI 2020 - 2022
ACCV 2018, 2020
Co-authors and friends:
Visitors:
