I am currently a first-year Ph.D. candidate in the School of Computer Science and Engineering, Nanjing University of Science and Technology, advised by Prof. Jinshan Pan and Prof. Jiangxin Dong. I also collaborate with Prof. Yukai Shi. Before that, I received my B.E. and M.S. degree from School of Information Engineering, Guangdong University of Technology (GDUT).
Research interest: Image/Video Enhancement, Diffusion.
Never stop looking for collaboration, kindly contact me via email.
🔥 News
- 2025.2: 🎉🎉 One paper about Faithful Image Super-resolution was accpeted by CVPR 2025 [arxiv], and the official code was released in FaithDiff.
- 2023.1: 🎉🎉 One paper about virtual try-on was accpeted by IEEE TMM [arxiv], and the official code was released in DOC-VTON. Besides, we provide visualization results of various state-of-the-art methods, and auxiliary data of VITON and VITON-HD.
- 2022.08: 🎉🎉 One paper about real world image denosing was accpeted by KBS [pdf], and the training code was released in DnSwin, congrats to Hao Li.
📝 Publications
Image/Video Enhancement and Analysis
- FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution
Junyang Chen, Jinshan Pan, Jiangxin Dong
CVPR, 2025. [arxiv]Human-centric Visual Generation
- Open-World Pose Transfer via Sequential Test-Time Adaption
Junyang Chen, Xiaoyu Xian, Zhijing Yang, Yukai Shi, Jinshan Pan, Liang Lin
arXiv pre-print, [arxiv] - OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup
Zhijing Yang, Junyang Chen, Yukai Shi, Hao Li, Tianshui Chen, Liang Lin
IEEE Transactions on Multimedia (T-MM), 2023. [arxiv] [code]
Image Denoising
- DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer
Hao Li, Zhijing Yang, Xiaobin Hong, Yukai Shi, Junyang Chen, Jinshan Pan
Knowledge-Based Systems (KBS), 2022. [arxiv] [pdf] [code]
🎖 Honors and Awards
- 2023.9 National Scholarship.
- 2023.9 First Class Scholarship, GDUT.
- 2022.9 First Class Scholarship, GDUT.
- 2021.9 First Class Scholarship, GDUT.
📖 Educations
- 2021.09 - now, Master, School of Information Engineering, Guangdong University of Technology.
- 2017.09 - 2021.06, Undergraduate, School of Information Engineering, Guangdong University of Technology.