I am currently a third-year Ph.D. candidate in the School of Computer Science and Engineering, IMAG, Nanjing University of Science and Technology, advised by Prof. Jinshan Pan. Before that, I received my B.E. and M.S. degree from School of Information Engineering, Guangdong University of Technology (GDUT), advised by Prof. Zhijing Yang. I also collaborate with Dr. Yukai Shi from GDUT and Xiang Chen from IMAG closely.

Research interest: image/video restoration (e.g. denoising/super-resolution), out-of-distribution, semi-supervised learning.

Never stop looking for collaboration, kindly contact me via email.

πŸ”₯ News

  • 2024.04: ⚑⚑One paper about universal image restoration was released on arxiv. Welcome to visit our project page.
  • 2024.08: ⚑⚑One paper about effcient video super-resolution was released on arxiv.
  • 2024.04: ⚑⚑One paper about video super-resolution was released on arxiv.
  • 2023.03: πŸŽ‰πŸŽ‰ Our paper about image deraining was selected as a highlight at CVPR 2023, congrats to Xiang.
  • 2022.12: πŸŽ‰πŸŽ‰ One paper about virtual try-on was accpeted by IEEE TMM, congrats to Junyang.
  • 2022.11: πŸŽ‰πŸŽ‰ One paper about image deraining was accpeted by AAAI 2023 (Oral), congrats to Xiang.
  • 2022.08: πŸŽ‰πŸŽ‰ One paper about real world image denosing was accpeted by KBS [pdf], and the training code was released in DnSwin.
  • 2022.07: πŸŽ‰πŸŽ‰ One paper about comparative Learning for super-resolution was accpeted by IEEE TCSVT [pdf], and the testing code was released in RealSR-CCL.
  • 2022.06: πŸŽ‰πŸŽ‰ One paper about real world super-resolution was accpeted by IEEE TMM [pdf], and the training code was released in RWSR-EDL.

πŸ“ Publications

($*$ equal contribution, # corresponding author)

Preprint

Conference

Image Deraining

  • Learning A Sparse Transformer Network for Effective Image Deraining (Highlight)
    Xiang Chen, Hao Li, Mingqiang Li, Jinshan Pan
    CVPR, 2023. [pdf] [arxiv] [code]
  • Hybrid CNN-Transformer Feature Fusion for Single Image Deraining (Oral)
    Xiang Chen, Jinshan Pan, Jiyang Lu, Zhentao Fan, Hao Li
    AAAI, 2023. [pdf] [code]

Journal

Image Super-Resolution

  • Real-World Image Super-Resolution by Exclusionary Dual-Learning
    Hao Li, Jinghui Qin, Yukai Shi, Zhijing Yang, Pengxu Wei, Jinshan Pan, Liang Lin
    IEEE Transactions on Multimedia (T-MM), 2022. [arxiv] [IEEE] [code]
  • Criteria Comparative Learning for Real-scene Image Super-Resolution
    Yukai Shi*, Hao Li*, Sen Zhang, Zhijing Yang, Xiao Wang
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2022. [arxiv] [IEEE] [RealSR-Zero dataset] [code]
  • Progressive Representation Recalibration for Lightweight Super-resolution
    Ruimian Wen, Zhijing Yang, Tianshui Chen, Hao Li, Kai Li
    Neurocomputing, 2022. [pdf] [code]

Image Denoising

Virtual Try-on

πŸŽ– Honors and Awards

  • 2022.06 Excellent Thesis, GDUT.
  • 2022.06 Excellent Graduate Student, GDUT.
  • 2019.12 The First Class Scholarship, GDUT.
  • 2019.06 Excellent Graduate Student, GDUT.
  • 2018.10 Postgraduate Recommendation for GDUT.

⚑ Projects

Image Denoisng

  • Collecting image denoising related papers, datasets, especially real-world image denoising on Github: Awesome-Image-Denoising Awesome-Image-Denoising repo

πŸ“– Educations

  • 2022.09 - ~, Ph.D., School of Computer Science and Engineering, Nanjing University of Science and Technology, Advisor: Prof. Jinshan Pan.
  • 2019.09 - 2022.06, Master, School of Information Engineering, Guangdong University of Technology, Advisor: Prof. Zhijing Yang.
  • 2015.09 - 2019.06, Undergraduate, School of Information Engineering, Guangdong University of Technology.

πŸ“« Academic Services

Conference Reviewer

  • CVPR 2023, 2024
  • ICCV 2023
  • ECCV 2022, 2024
  • AAAI 2023, 2024, 2025

Journal Reviewer

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
  • IEEE Transactions on Image Processing (T-IP)
  • IEEE Transactions on Multimedia (T-MM)
  • IEEE Transactions on Neural Network and Learning System (T-NNLS)
  • Pattern Recognition (PR)
  • Computer Vision and Image Understanding (CVIU)
  • The Visual Computer (TVCJ)

πŸ‘― Cooperation and Communication

Thanks for RayeRen’s open-sourced template project AcadHomepage .