I am currently a 3rd-year Ph.D. candidate at Intelligent Media Analysis Group, School of Computer Science and Engineering, Nanjing University of Science and Technology, supervised by Prof. Jinshan Pan. I received my M.S. degree from College of Electronic Information Engineering, Shenyang Aerospace University, in 2022, and my B.S. degree from School of Information Science and Engineering, Dalian Polytechnic University, in 2019. I served as the founder and CEO of Dalian Quanli Network Technology Co., Ltd. from 2017 to 2021. My research interests include image processing and computer vision, mainly focusing on image deraining and low-level vision problems.
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DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments
Shuhong Liu, Xiang Chen, Hongming Chen, Quanfeng Xu, Mingrui Li*
AAAI Conference on Artificial Intelligence (AAAI), 2025.
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Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video
Junkai Fan, Kun Wang, Zhiqiang Yan, Xiang Chen, Shangbing Gao, Jun Li, Jian Yang*
AAAI Conference on Artificial Intelligence (AAAI), 2025.
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Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining
Xiang Chen, Jinshan Pan*, Jiangxin Dong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
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FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Hao Li^, Xiang Chen^, Jiangxin Dong, Jinhui Tang, Jinshan Pan*
arXiv preprint arXiv: 2412.01427 (arXiv), 2024.
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Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method
Hongming Chen^, Xiang Chen^, Chen Wu, Zhuoran Zheng, Jinshan Pan, Xianping Fu*
arXiv preprint arXiv: 2405.17074 (arXiv), 2024.
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Rethinking Multi-Scale Representations in Deep Deraining Transformer
Hongming Chen, Xiang Chen*, Jiyang Lu, Yufeng Li*
AAAI Conference on Artificial Intelligence (AAAI), 2024.
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Collaborative Feedback Discriminative Propagation for Video Super-Resolution
Hao Li, Xiang Chen, Jiangxin Dong, Jinhui Tang, Jinshan Pan*
arXiv preprint arXiv: 2404.04745 (arXiv), 2024.
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Learning A Spiking Neural Network for Efficient Image Deraining
Tianyu Song, Guiyue Jin, Pengpeng Li, Kui Jiang, Xiang Chen, Jiyu Jin*
International Joint Conference on Artificial Intelligence (IJCAI), 2024.
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Towards Unified Deep Image Deraining: A Survey and A New Benchmark
Xiang Chen, Jinshan Pan*, Jiangxin Dong, Jinhui Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 [Minor Revisions].
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Learning A Sparse Transformer Network for Effective Image Deraining
Xiang Chen, Hao Li, Mingqiang Li, Jinshan Pan*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
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[Citations: 200+]
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Hybrid CNN-Transformer Feature Fusion for Single Image Deraining
Xiang Chen, Jinshan Pan*, Jiyang Lu, Zhentao Fan, Hao Li
AAAI Conference on Artificial Intelligence (AAAI), 2023.
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Unpaired Deep Image Deraining Using Dual Contrastive Learning
Xiang Chen, Jinshan Pan, Kui Jiang, Yufeng Li*, Yufeng Huang, Caihua Kong, Longgang Dai, Zhentao Fan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
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[Citations: 170+]
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Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning
Xiang Chen^, Zhentao Fan^, Pengpeng Li, Longgang Dai, Caihua Kong, Zhuoran Zheng, Yufeng Huang, Yufeng Li*
European Conference on Computer Vision (ECCV), 2022.
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Selected Honors
2022.09-Present (Nanjing University of Science and Technology):
2019.09-2022.06 (Shenyang Aerospace University):
Competition Awards
Invited Talks
Professional Services
Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Geoscience and Remote Sensing (TGRS)
- Pattern Recognition (PR)
- Engineering Applications of Artificial Intelligence (EAAI)
- Science China Information Sciences (SCIS)
- Machine Intelligence Research (MIR)
- Computer Vision and Image Understanding (CVIU)
- IEEE Signal Processing Letters (SPL)
- IEEE Geoscience and Remote Sensing Letters (GRSL)
- Scientific Reports
- International Journal of Digital Earth (IJDE)
- Multimedia Systems
- The Visual Computer (TVCJ)
- The Journal of Supercomputing
- Machine Vision and Applications
- Optics Communication (Opt Commun)
- Signal, Image and Video Processing (SIVP)
- Journal of Electronic Imaging (JEI)
- Journal of Circuits, Systems, and Computers (JCSC)
Conference Reviewer:
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022-2025)
- IEEE International Conference on Computer Vision (ICCV 2023)
- European Conference on Computer Vision (ECCV 2022, 2024)
- International Conference on Machine Learning (ICML 2024-2025)
- Annual Conference on Neural Information Processing Systems (NeurIPS 2023-2024)
- International Conference on Learning Representations (ICLR 2024-2025)
- AAAI Conference on Artificial Intelligence (AAAI 2023-2025)
- International Joint Conference on Artificial Intelligence (IJCAI 2023-2024)
- ACM International Conference on Multimedia (ACM MM 2022-2024)
- Medical Image Computing and Computer-Assisted Intervention (MICCAI 2023-2024)
- European Conference on Artifical Intelligence (ECAI 2024)
- Asian Conference on Computer Vision (ACCV 2022, 2024)
- IEEE Winter Conference on Applications of Computer Vision (WACV 2023-2025)
- International Conference on Artificial Intelligence and Statistics (AISTATS 2025)
Collaborators
If you are interested in my research, please feel free to contact me. (any question/suggestion/collaboration)