Juncheng Li (李俊诚)

PhD Student

School of Computer Science and Technology
East China Normal University
3363 Zhongshan North Road,
Shanghai, China, 200062.

ORCID: 0000-0001-7314-6754
Email: cvjunchengli@gmail.com


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



Biography

I am a PhD student at the School of Computer Science and Technology, East China Normal University (ECNU), co-advised by Prof. Guixu Zhang and Prof. Faming Fang. I will graduate in 2021.06 and join CUHK-CMAI as a Postdoctoral Fellow in 2021.07.

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, and image dehazing).

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

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: 365] [Highest Citation: 210] [Total IF: 41.262] [Accepted: 15]

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

Under Review: ICCV, TIP, TCSVT, TMM, 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. SCI-1.
[Paper] [Code]

Conference Papers

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

IInternational 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 CV conference. The most popular paper. 226 stars and 51 forks in Github.
[Paper] [Poster] [Code] [Homepage]

Progressive Feature Fusion Network for Realistic Image Dehazing
Kangfu Mei, Aiwen Jiang, Juncheng Li, and Mingwen Wang.

Asian Conference on Computer Vision (ACCV), 2018.
The 3rd place in "ChinaMM2018 Image Dehazing Challenge"
[Paper] [Code]

Preprints Papers

Lightweight Image Super-Resolution with Multi-scale Feature Interaction Network
Zhengxue Wang, Guangwei Gao, Juncheng Li, Yi Yu, Huimin Lu

arXiv preprint arXiv:2103.13028.
[Paper]

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

arXiv preprint arXiv:2102.12135.
[Paper]

Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background
Qiaosi Yi, Yunxing Liu, Aiwen Jiang, Juncheng Li, Kangfu Mei, Mingwen Wang

arXiv preprint arXiv:2101.01479.
[Paper]

Disentangle Perceptual Learning through Online Contrastive Learning
Kangfu Mei, Yao Lu, Qiaosi Yi, Haoyu Wu, Juncheng Li, Rui Huang

arXiv preprint arXiv:2006.13511.
[Paper]

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)
IEEE Access

Conference

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

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, 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: 2021-01-09