Zheng-Peng Duan

PhD student, Nankai University

Zheng-Peng Duan (段正鹏) is a PhD student at Nankai University, advised by Prof. Chongyi Li and Prof. Ming-Ming Cheng. His research interests include computer vision, especially focusing on image restoration & interactive editing.

News

  • 2024/12 -- Three papers got accepted by AAAI 2025.
  • 2024/10 -- One paper got accepted by NeurIPS 2024.
  • 2024/07 -- Excited to announce one paper accepted by ICME 2024 was selected as Best Paper Candidate!
  • 2024/04 -- One paper got accepted by ICME 2024 and selected as oral presentation.
  • 2023/02 -- One paper got accepted by CVPR 2023.
  • 2022/07 -- One paper got accepted by ACMMM 2022 and selected as oral presentation.
  • 2022/03 -- One paper got accepted by CVPR 2022 and selected as oral presentation.

Publications (click to sort: date / first author)

* Equal contribution.

SD3-based Image Super Resolution
Zheng-Peng Duan, Jiawei Zhang.
project
A Diffusion-Based Framework for Occluded Object Movement
Zheng-Peng Duan, Jiawei Zhang, Siyu Liu, Zheng Lin, Chunle Guo, Dongqing Zou, Jimmy Ren, Chongyi Li.
AAAI, 2025
project / paper / bibtex
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts
Zheng-Peng Duan, Jiawei zhang, Zheng Lin, Xin Jin, Dongqing Zou, Chunle Guo, Chongyi Li.
AAAI, 2025
project / paper / bibtex
FaceMe: Robust Blind Face Restoration With Personal Identification
Siyu Liu*, Zheng-Peng Duan*, Jia OuYang, Jiayi Fu, Hyunhee Park, Zikun Liu, Chunle Guo, Chongyi Li.
AAAI, 2025
paper / bibtex
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
Xin Jin*, Pengyi Jiao*, Zheng-Peng Duan, Xingchao Yang, Chongyi Li, Chun-Le Guo#, Bo Ren.
NeurIPS, 2024
project / paper / code / bibtex
No-Reference Segmentation Annotation Quality Assessment
Zheng Lin, Zheng-Peng Duan, Xuying Zhang, Luojun Lin.
ICME, 2024, (Oral, Best Paper Candidate)
paper / code / bibtex
RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
Rui-Qi Wu, Zheng-Peng Duan, Chun-Le Guo, Zhi Chai, Chong-Yi Li.
CVPR, 2023
project / paper / code / bibtex
KnifeCut: Refining Thin Part Segmentation with Cutting Lines
Zheng Lin*, Zheng-Peng Duan*, Zhao Zhang, Chun-Le Guo, Ming-Ming Cheng.
ACMMM, 2022, (Oral)
paper / bibtex
FocusCut: Diving into a Focus View in Interactive Segmentation
Zheng Lin, Zheng-Peng Duan, Zhao Zhang, Chun-Le Guo, Ming-Ming Cheng.
CVPR, 2022, (Oral)
code / paper / bibtex

Experience

sensetime

2023/06 - 2024/12
Shenzhen, China

Research Intern

Worked closely with Jiawei Zhang, Dongqing Zou, and Jimmy Ren.

Competitions and Awards

Education

2022/09 - Present, I am a Ph.D student at College of Computer Science, Nankai University, under the supervision of Prof. Chongyi Li and Prof. Ming-Ming Cheng.

2018/09 - 2022/07, I was an undergraduate student at School off Electronic Engineering, Xidian University, under the supervision of Prof. Nannan Wang.

Contact

You are very welcome to contact me regarding my research. I typically respond within a few days.
I can be contacted directly at adamduan0211 [at] gmail.com.