Juncheng Li (李俊诚)

Postdoctoral Fellow

Center for Mathematical Artificial Intelligence (CMAI),
Department of Mathematics,
The Chinese University of Hong Kong,
Shatin, New Territories, Hong Kong.

ORCID: 0000-0001-7314-6754
Email: cvjunchengli@gmail.com & junchengli@math.cuhk.edu.hk


Success is not final, failure is not fatal, it is the courage to continue that counts.--Churchill



Biography

I am a Postdoctoral Fellow at the Center for Mathematical Artificial Intelligence, The Chinese University of Hong Kong, co-advised by Prof. ZENG Tieyong and Prof. Ronald Lok Ming LUI.

I received the Ph.D. degree from the School of Computer Science and Technology, East China Normal University (ECNU), China, in 2021, co-advised by Prof. Guixu Zhang and Prof. Faming Fang.

My research interests include artificial intelligence and its applications to computer vision (e.g., image stitching, image segmentation, and crowd counting) and image processing (e.g., image super-resolution, image denoising, image dehazing, and medical image reconstruction).

This web used to record my research achievement and also used to record my life experience.

Team Members

Kangfu Mei, Ph.D. Student, Johns Hopkins University.
Qiaosi Yi, Master Student, East China Normal University.
Qinyan Dai, Master Student, East China Normal University.
Le Hu, Ph.D. Student, East China Normal University.

News

Submit List, 4 Papers

One paper has been submitted to IEEE TCSVT.
One paper has been submitted to IEEE TCYB.
One paper has been submitted to IEEE TIP.
One paper has been submitted to IEEE TCSVT.

2021-Now, 6 Papers

One paper is accepted by ICCV 2021.
One paper is accepted by ACM MM 2021.
One paper is accepted by IEEE TMM 2021.
One paper is accepted by PR 2021.
One paper is accepted by IEEE TMM 2021.
One paper is accepted by ICME 2021.

2020-2021, 5 Papers

One paper is accepted by IEEE TCSVT 2020.
One paper is accepted by IEEE TMM 2020.
One paper is accepted by IEEE Access 2021.
One paper is accepted by IEEE TNNLS 2020.
One paper is accepted by IEEE TIP 2020.

2019-2020, 4 Papers

Three papers are accepted by ICCV Workshop 2019.
One paper is accepted by IET Image Processing 2019.

2018-2019, 4 Papers

One paper is accepted by ICONIP 2018.
One paper is accepted by ACCV 2018.
One paper is accepted by ECCV 2018.
One paper is accepted by CVPR Workshop 2018.

Honors & Awards

2016-Now (Graduate Period)

Outstanding PhD Graduates in Shanghai, Shanghai, 2021.
Research Fellowship Scheme, The Chinese University of Hong Kong, 2021.
Innovative and Intelligent Youth, East China Normal University, 2020. (0.5%)
Outstanding Student, East China Normal University, 2020. (3.0%)
Wisdom Scholarship, East China Normal University, 2020. (1.5%)
Doctoral Research and Innovation Fund Project, East China Normal University, 2020.
Graduate Scholarship, East China Normal University, 2016-2020.
ICCV Travel Award, 2019.
The 1st place in "Example-based RAW to RGB Mapping Challenge", Track 2: Perceptual. (ICCV-AIM), 2019.
The 2nd place in "Example-based RAW to RGB Mapping Challenge", Track 1: Fidelity. (ICCV-AIM), 2019.
The 4th place and "Geek Award" in Alibaba - "Youku Video Enhancement and Super Resolution Challenge" (4/1514), 2019.
The 3rd place in China Multimedia - "Image Dehazing Challenge", (ChinaMM), 2018.
The 6th place and "Honorable Mention Award" in "Image Dehazing Challenge". (CVPR-NTIRE), 2018.
Ranked 24th in Jingdong Algorithm Challenge - "Potential User Prediction" (24/4240), 2017.

2012-2016 (Undergraduate Period)

Mingde Scholarship, China, 2015. (3.0%)
Second Award in National Computer Design Contest, China, 2014, 2015.
Outstanding Graduates, Jiangxi Normal University, 2016.
Merit Student, Jiangxi Normal University, 2013-2016.
Outstanding Student, Jiangxi Normal University, 2013-2016.
First-class Student Scholarship, Jiangxi Normal University, 2013-2016

Research Experience

Selected Publications

[Total Citations: 448] [Highest Citation: 254] [Accepted: 19]

Accepted: ICCV, ECCV, TNNLS, TIP, TCSVT, TMM, PR, ACMMM, CVPRW, ICCVW, ICME, ACCV, etc.

Under Review: TIP, TCSVT, TCYB, etc.

Journal Papers

MDCN: Multi-scale Dense Cross Network for Image Super-Resolution
Juncheng Li, Faming Fang, Jiaqian Li, Kangfu Mei, and Guixu Zhang.

IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2020.
Improved version of MSRN. SCI-2.
[Paper] [Code] [Homepage]

Soft-edge Assisted Network for Single Image Super-Resolution
Faming Fang, Juncheng Li*, and Tieyong Zeng.

IEEE Transactions on Image Processing (IEEE TIP), 2020.
*First contributor, Author names alphabetically.
This achievement was completed during the visit of the Chinese University of Hong Kong (CUHK). SCI-1, Top journal.
[Paper] [Code] [Homepage]

Multi-level Edge Features Guided Network for Image Denoising
Faming Fang, Juncheng Li*, Yiting Yuan, Tieyong Zeng, and Guixu Zhang.

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020.
*First contributor, Author names alphabetically.
This achievement was completed during the visit of the Chinese University of Hong Kong (CUHK). SCI-1, Top journal.
[Paper] [Code] [Homepage]

Luminance-aware Pyramid Network for Low-light Image Enhancement
Jiaqian Li#, Juncheng Li#, Faming Fang, Fang Li, and Guixu Zhang.

IEEE Transactions on Multimedia (IEEE TMM), 2020.
#Equal Contribution. Guided by me. SCI-1.
[Paper] [Code]

Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing
Qiaosi Yi#, Juncheng Li#, Faming Fang, Aiwen Jiang, Guixu Zhang

IEEE Transactions on Multimedia (IEEE TMM), 2020.
#Equal Contribution. Guided by me. SCI-1.
[Paper]

Conference Papers

Structure-Preserving Deraining with Residue Channel Prior Guidance
Qiaosi Yi, Juncheng Li, Qinyan Dai, Faming Fang, Guixu Zhang1g, and Tieyong Zeng.

International Conference on Computer Vision (ICCV), 2021.
Top computer vision conference. Guided by me.
[Paper] [Code]

Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation
Qinyan Dai, Juncheng Li, Qiaosi Yi, Faming Fang, and Guixu Zhang1g.

ACM International Conference on Multimedia (ACM MM), 2021.
Top multimedia conference. Guided by me.
[Paper] [Code]

HighEr-Resolution Network for Image Demosaicing and Enhancing
Kangfu Mei, Juncheng Li, Jiajie Zhang, Haoyu Wu, Jie Li, and Rui Huang.

International Conference on Computer Vision Workshop (ICCV Workshop), 2019.
AIM2019 Winner
[Paper] [Code]

Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution
Juncheng Li, Yiting Yuan, Kangfu Mei, and Faming Fang.

International Conference on Computer Vision Workshop (ICCV Workshop), 2019.
Oral Presentation
[Paper] [Poster] [Slides] [Code] [Homepage]

Multi-scale Residual Network for Image Super-Resolution
Juncheng Li, Faming Fang, Kangfu Mei, and Guixu Zhang.

European Conference on Computer Vision (ECCV), 2018.
Top computer vision conference. The most popular paper. 230 stars and 51 forks in Github.
[Paper] [Poster] [Code] [Homepage]

Academic Services

Selected Reviewer

Journal

IEEE Transactions on Image Processing (TIP, SCI-1)
IEEE Transactions on Multimedia (TMM, SCI-1)
Information Science (INS, SCI-1)
Knowledge-Based Systems (KBS, SCI-1)
IEEE Signal Processing Letters (SPL)

Conference

International Conference on Multimedia and Expo (ICME-2021)
British Machine Vision Conference (BMVC-2020,2021)
International Conference on Pattern Recognition (ICPR-2020)

Association Member

Member of the Computer Vision Foundation (CVF)
Member of China Computer Federation (CCF)
Member of the China Society of Image Graphics (CSIG)
Member of the Chinese Association for Artificial Intelligence (CAAI)
Founder of CLF Studio 【A non-profit student innovation studio】
Founder of MIVRC 【A non-profit image processing laboratory affiliated with CLF-AI】

Keynotes

Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution

IEEE International Conference on Computer Vision (ICCV).
Seoul, Korea, 2019.11.02.
[Slides]

Exploration and Construction of Lightweight Image Restoration Model

Institute of Big Data Technology and Application, School of Computer and Software, Shenzhen University.
Shenzhen, China, 2020.12.21.
[Poster] [Slides]

Meeting & Visiting (2016.9-Now)

Research Assistant, Shenzhen University, Shenzhen, China, 2020.
Hunan University, Changsha, China, 2020.
Hunan Normal University, Changsha, China, 2020.
National Defense University, Changsha, China, 2020.
CSIAM-2020, Changsha, China, 2020.
PRCV-2020, Nanjing, China, 2020.
SCF-2020, Shanghai, China, 2019.
NeurlPS-Shanghai, Shanghai, China, 2019.
Ewha Womans University, Seoul, Korea, 2019.
ICCV-2019, Seoul, Korea, 2019.
YouKu-VSRE-2019, Hanzhou, China, 2019.
Research Assistant, The Chinese University of Hong Kong, Hong Kong, China, 2019.
RAMIDS-2019, Shanghai Jiao Tong University, Shanghai, China, 2019.
University of Science and Technology of China, Hefei, China, 2019.
VALSE-2019, Hefei, China, 2019.
Technical University of Munich, Munich, Germany, 2018.
ECCV-2018, Munich, Germany, 2018.
ECCV Pre-Conference, Tencent, Shenzhen, China, 2018.
Macao Polytechnic Institut, Macao, China, 2018.
The University of Hong Kong, Hong Kong, China, 2018.
The Hong Kong University of Science and Technology, Hong Kong, China, 2018.
The Hong Kong Polytechnic University, Hong Kong, China, 2018.
The City University of Hong Kong, Hong Kong, China, 2018.
THong Kong Baptist University, Hong Kong, China, 2018.
Research Assistant, The Chinese University of Hong Kong, Hong Kong, China, 2018.
AWS Reinvent, Shanghai, China, 2018.
MICS-2017, Shanghai Jiao Tong University, Shanghai, China, 2017.
FLAIR-2017, Shanghai, China, 2017.
VALSE-2017, Xiamen University, Xiamen, China, 2017.
Tianyuan Class, Zhejiang University, Hanzhou, China, 2017.
ROS Class, East China University, Shanghai, China, 2017.
MLA-2016, Nanjing University, Nanjing, China, 2016.
Youth Vision Seminar, ShanghaiTech University, Shanghai, China, 2016.
Fudan University, Shanghai, China, 2016.

Visited Cities

China: Hong Kong, Macao, Beijing, Shanghai, Guangzhou, Shenzhen, Zhuhai, Baoding, Hefei, Tianjin, Qingdao, Hangzhou, Jiaxing, Nanjing, Suzhou, Yangzhou, Lianyungang, Huaian, Wuxi, Shenyang, Changsha, Wuhan, Nanchang, Jiujiang, Shangrao, Jingdezhen, Xiamen, Fuzhou, Quanzhou, Putian.
Germany: Munich
Korea: Seoul


© Juncheng Li | Last updated: 2021-07-06