Selected Publications (full list):
Google Scholar Profile ( 13,000+ citations, h-index 50 )
2025
- Learning Robust Event-Guided Representations for Person Re-Identification
Chengzhi Cao, Xueyang Fu, Senyan Xu, Chengjie Ge, Kunyu Wang, Zheng-Jun Zha
International Journal of Computer Vision (IJCV), accept
- Event-based Video Reconstruction with Deep Spatial-Frequency Unfolding Network
Chengjie Ge, Xueyang Fu*, Kunyu Wang, Zheng-Jun Zha
IEEE Transactions on Image Processing (T-IP) [PDF]
- DDCNet: Advanced Decoupling of Degradation and Content for Adverse Weather Image Restoration
Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha
IEEE Transactions on Neural Networks and Learning Systems (T-NNLS) [PDF]
- 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] [Code]
- Deep Unfolding Network for Image Desnowing with Snow Shape Prior
Xin Guo, Xi Wang, Xueyang Fu*, Zheng-Jun Zha
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT) [PDF]
- Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement
Yidi Liu, Xueyang Fu, Jie Huang, Jie Xiao, Dong Li, Wenlong Zhang, Lei Bai, Zheng-Jun Zha
Advances in Neural Information Processing Systems (NeurIPS), accept
- PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
Kunyu Wang, Xueyang Fu, Yuanfei Bao, Chengjie Ge, Chengzhi Cao, Wei Zhai, Zheng-Jun Zha
Advances in Neural Information Processing Systems (NeurIPS) [PDF]
- Generalized Fractional Neural Differential Equation Network with Learnable Attention Kernels
Wenjun Cui, Xuhao Li, Yidong Li, Yuxin Ma, Qiyu Kang, Xueyang Fu, Wee Peng Tay, Zheng-Jun Zha
Advances in Neural Information Processing Systems (NeurIPS), accept
- FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
Dong Li, Yidi Liu, Xueyang Fu, Jie Huang, Senyan Xu, Qi Zhu, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (ICML) [PDF]
- Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions
Dong Li, Chunhui Luo, Yuanfei Bao, Gang Yang, Jie Xiao, Xueyang Fu, Zheng-Jun Zha
IEEE International Conference on Computer Vision (ICCV), accept
- Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion
Yidi Liu, Dong Li, Yuxin Ma, Jie Huang, Wenlong Zhang, Xueyang Fu, Zheng-Jun Zha
IEEE International Conference on Computer Vision (ICCV), accept
- EVDM: Event-based Real-world Video Deblurring with Mamba
Zhijing Sun, Senyan Xu, Kean Liu, Runze Tian, Xueyang Fu, Zheng-Jun Zha
IEEE International Conference on Computer Vision (ICCV), accept
- Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
Kunyu Wang, Xueyang Fu, Xin Lu, Chengjie Ge, Chengzhi Cao, Wei Zhai, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] Oral Paper (96/2878, 3.33%)
- UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts
Yidi Liu, Dong Li, Xueyang Fu*, Xin Lu, Jie Huang, Zheng-Jun Zha
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
- Continuous Adverse Weather Removal via Degradation-Aware Distillation
Xin Lu, Jie Xiao, Yurui Zhu, Xueyang Fu*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF]
2024
- Event-driven Heterogeneous Network for Video Deraining
Xueyang Fu, Chengzhi Cao, Senyan Xu, Fanrui Zhang, Kunyu Wang, Zheng-Jun Zha
International Journal of Computer Vision (IJCV) [PDF] [Code]
- Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement
Kunyu Wang, Xueyang Fu, Chengjie Ge, Chengzhi Cao, Zheng-Jun Zha
International Journal of Computer Vision (IJCV) [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]
- CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models
Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu*, Zheng-Jun Zha
International Conference on Machine Learning (ICML) [PDF]
- 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) [PDF] [Code]
- Revisiting Single Image Reflection Removal In the Wild
Yurui Zhu, Xueyang Fu*, Peng-Tao Jiang, Hao Zhang, Qibin Sun, Jinwei Chen, Zheng-Jun Zha, Bo Li*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) [PDF] [Code]
- 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]
- Noise-assisted Prompt Learning for Image Forgery Detection and Localization
Dong Li, Jiaying Zhu, Xueyang Fu*, Xun Guo, Yidi Liu, Gang Yang, Jiawei Liu, Zheng-Jun Zha
European Conference on Computer Vision (ECCV) [PDF]
- Motion Aware Event Representation-driven Image Deblurring
Zhijing Sun, Xueyang Fu, Longzhuo Huang, Aiping Liu, Zheng-Jun Zha
European Conference on Computer Vision (ECCV) [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]
- 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]
- Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network
Chengzhi Cao, Xueyang Fu*, Yurui Zhu, Gege Shi, Zheng-Jun Zha
International Joint Conference on Artificial Intelligence (IJCAI) [PDF] [Code] (Long Oral Paper)
- 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 (ESI Highly Cited Paper)
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]
- 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 (Google Citations: 1,000+)
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]
- A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation (Google Citations: 1,000+)
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:
- Frequency-Prior Enhanced Ambient Lighting Normalization via Visual Perceptual Refinement
Yuanfei Bao, Xin Lu, Xingbo Wang, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao, Dong Li, Xueyang Fu, Zheng-Jun Zha
New Trends in Image Restoration and Enhancement (NTIRE) Workshop, CVPR 2025 [PDF]
Challenge Track: Ambient Lighting Normalization (1st Place Award)
- Advancing Ambient Lighting Normalization via Diffusion Shadow Generation
Xin Lu, Jiarong Yang, Yuanfei Bao, Zihao Fan, Anya Hu, Kunyu Wang, Jie Xiao, Xi Wang, Hongjian Liu, Xueyang Fu, Zheng-Jun Zha
New Trends in Image Restoration and Enhancement (NTIRE) Workshop, CVPR 2025 [PDF]
Challenge Track: Ambient Lighting Normalization (2nd Place Award)
- EvenFormer: Dynamic Even Transformer for Real-World Image Restoration
Xin Lu, Yuanfei Bao, Jiarong Yang, Anya Hu, Jie Xiao, Kunyu Wang, Dong Li, Senyan Xu, Kean Liu, Xueyang Fu, Zheng-Jun Zha
New Trends in Image Restoration and Enhancement (NTIRE) Workshop, CVPR 2025 [PDF]
Challenge Track: Shadow Removal (2nd Place Award)
- Event-Conditioned Dual-Modal Fusion for Motion Deblurring
Kean Liu, Mingchen Zhong, Senyan Xu, Zhijing Sun, Jiaying Zhu, Chengjie Ge, Xingbo Wang, Xin Lu, Xueyang Fu, Zheng-Jun Zha
New Trends in Image Restoration and Enhancement (NTIRE) Workshop, CVPR 2025 [PDF]
Challenge Track: Event-based Image Deblurring (2nd Place Award)
Chinese Patents:
查正军; 傅雪阳; 李东; 朱佳莹; 刘嘉威. 基于边缘感知的区域消息传递控制的图像伪造定位方法. 发明专利（专利号：ZL ZL 202310346607.4）
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）
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; 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）
熊志伟; 肖泽宇; 傅雪阳. 基于时间切片的视频时空超分辨率增强方法. 发明专利（专利号：ZL 202010989364.2）
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, Excellent Youth Program, PI (国家自然科学基金 - 优秀青年科学基金项目, NSFC 62422609, 主持), 2025-2027
National Natural Science Foundation of China, General Program, PI (国家自然科学基金 - 面上项目, NSFC 62276243, 主持), 2023-2026
National Natural Science Foundation of China, Youth Program, PI (国家自然科学基金 - 青年科学基金项目, NSFC 61901433, 主持), 2020-2022
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
Alibaba Enterprise Commissioned Research Project, PI (阿里巴巴企业委托项目, 主持), 2023-2025
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, Key Participant (国家自然科学基金 - 重点项目, 参与), 2020-2023
Awards:
2020 - 2024 World's Top 2% Scientists（斯坦福全球前2%顶尖科学家榜单)， Web
2022 - 2024 Elsevier Highly Cited Chinese Researchers （爱思唯尔中国高被引学者)，Certificate: 2022, 2023, 2024
2024 PRCV, Best ACs
2021 Outstanding Reviewer（杰出审稿人，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（欧洲信号处理协会《Signal Processing》期刊最佳论文奖， 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:
2025 专题论坛主旨报告，"低质量视觉增强与分析"，智能无人系统与人工智能大会（SIUSAI），呼和浩特
2025 专题论坛特邀报告，"低质量视觉内容增强和表征模型"，中国图象图形大会（CCIG），长沙
2023 Keynote Speaker，"Low-quality Image Enhancement and Analysis", IEEE 17th International Conference on Anti-counterfeiting, Security, and ldentification (IEEE ASID), Xiamen
2023 专题论坛特邀报告，"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
Academic Activities:
