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. 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.

News

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]

 

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.
[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):

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 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)
  • Machine Intelligence Research (MIR)
  • Multimedia Systems
  • 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 2023-2024)
  • International Conference on Learning Representations (ICLR 2024)
  • 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)
  • Asian Conference on Computer Vision (ACCV 2022, 2024)
  • IEEE Winter Conference on Applications of Computer Vision (WACV 2023-2025)
  • European Conference on Artifical Intelligence (ECAI 2024)