Xiang Chen

Xiang Chen (陈翔)

Ph.D. Candidate

School of Computer Science and Engineering
Nanjing University of Science and Technology

Email: chenxiang@njust.edu.cn
[Google Scholar] [Github] [ORCID] [DBLP]

Biography

I am currently a 2nd-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. Before that, I received my M.S. degree under the supervision of Prof. Yufeng Li and Prof. Yufeng Huang from College of Electronic Information Engineering, Shenyang Aerospace University, in 2022, and the 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 computer vision and deep learning, mainly focusing on image deraining and related low-level vision problems.

News

If you are interested in image deraining, please feel free to contact me. (any question/suggestion/collaboration)
[04/2024] One co-author is accepted by IJCAI 2024. Congrats to Tianyu.
[02/2024] One paper is accepted by CVPR 2024.
[12/2023] One co-author paper is accepted by AAAI 2024. Congrats to Hongming.
[02/2023] One paper is accepted by CVPR 2023 (Highlight).
[11/2022] One paper is accepted by AAAI 2023 (Oral).
[08/2022] One paper is accepted by ECCV 2022.
[03/2022] One paper is accepted by CVPR 2022.

Selected Publications [Full List] (^Co-first author; *Corresponding author)

	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. [Paper][Code]
	Rethinking Multi-Scale Representations in Deep Deraining Transformer Hongming Chen, Xiang Chen, Jiyang Lu, Yufeng Li AAAI Conference on Artificial Intelligence (AAAI), 2024. [Paper][Code]
	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. [Paper][Code]
	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. [Paper] [Code]
	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. [Paper] [Code]
	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. [Paper] [Code]
	Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen, Jinshan Pan, Jiangxin Dong, Jinhui Tang arXiv preprint arXiv:2310.03535 (arXiv*), 2023. [Paper] [Code]
	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. [Paper] [Code]

Selected Honors

2022.09-Present (Nanjing University of Science and Technology):

Outstanding Paper for the 19th Young Scientists Conference of China Society of Image and Graphics (CSIG)
Public Welfare Scholarship of China Aerospace Science and Technology Corporation (CASC)
Distinguished Report of the 3rd Graduate Academic Forum of Chinese Journal of Image and Graphics
Excellent Ph.D. Students Sponsorship Program of NJUST
Postgraduate Research & Practice Innovation Program of Jiangsu Province (No. KYCX23_0486)
Huawei Terminal Camera Academic Star

2019.09-2022.06 (Shenyang Aerospace University):

Outstanding Master's Thesis Incentive Program of the Chinese Society of Astronautics (10 awardees in total)
Excellent Master's Thesis of Liaoning Province
Outstanding Graduates of Liaoning Province
Outstanding College Student Party Member Pacesetter of Liaoning Province (10 awardees in total)
National Scholarship (The highest national wide scholarship for students in China)
Person of the Year, Huayu College Student of Liaoning Province (20 awardees in total)
Excellent Graduate Student of Shenyang
Second Prize of the 1st CCF Outstanding College Student Academic Show
Second Prize of Report of the 1st Graduate Academic Forum of Chinese Journal of Image and Graphics

Competition Awards

The 1st award of CVPR 2024 PBDL Challenge on Low Light SRGB Image Enhancement
The 2nd award of CVPR 2024 UG2+ Challenge on UAV Tracking and Pose-estimation
The 3rd award of CVPR 2023 UG2+ Challenge on Single Image Deraining
The 5th award of the 5th Gaofen Challenge on the Fine-grained Airplane Recognition in High-Resolution SAR Images
National Bronze Prize of the 8th "Internet+" College Student Innovation and Entrepreneurship Competition
National Bronze Prize of the 13th "Challenge Cup" College Student Entrepreneurship Planning Competition
National Bronze Prize of the 7th "Internet+" College Student Innovation and Entrepreneurship Competition
National Bronze Prize of the 12th "Challenge Cup" College Student Entrepreneurship Planning Competition
National First Prize of the China iCAN Innovation Competition (Top-5 winners in China)

Invited Talks

2023.11.28 Talk at College of Electronic Information Engineering, Shenyang Aerospace University [高质量期刊论文、学位论文写作经验分享]
2023.11.19 Talk at Traffic Video Special Committee of China Society of Image and Graphics (CSIG) [CSIG交通视频专委会“学术新星”]
2023.03.31 Talk at Student Forum of China Society of Image and Graphics (CSIG) [面向恶劣环境下的视觉增强方法]

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 Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
Pattern Recognition (PR)
Science China Information Sciences (SCIS)
International Journal of Digital Earth (IJDE)
Computer Vision and Image Understanding (CVIU)
IEEE Geoscience and Remote Sensing Letters (GRSL)
The Visual Computer (TVCJ)
Optics Communication (Opt Commun)
Signal, Image and Video Processing (SIVP)
Journal of Circuits, Systems, and Computers (JCSC)

Conference Reviewer:

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022-2024)
IEEE International Conference on Computer Vision (ICCV 2023)
European Conference on Computer Vision (ECCV 2022, 2024)
International Conference on Machine Learning (ICML 2024)
Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
International Conference on Learning Representations (ICLR 2024)
AAAI Conference on Artificial Intelligence (AAAI 2023-2024)
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)
Asian Conference on Computer Vision (ACCV 2022, 2024)
IEEE Winter Conference on Applications of Computer Vision (WACV 2023-2024)
European Conference on Artifical Intelligence (ECAI 2024)