Juncheng Li (李俊诚)Postdoctoral Fellow
Center for Mathematical Artificial Intelligence (CMAI), Success is not final, failure is not fatal, it is the courage to continue that counts.--Churchill
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Dr. Juncheng Li is 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. He received the Ph.D. 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. His research interests include artificial intelligence and its applications to computer vision (e.g., image stitching, image segmentation) and image processing (e.g., image super-resolution, image denoising, image dehazing, and medical image reconstruction). He has published 20 papers in top journals and conferences, including TNNLS, TIP, TCSVT, TMM, PR, ECCV, ICCV, AAAI, and ACMMM. He received several premium awards including the Outstanding PhD Graduates in Shanghai 2021, CUHK Research Fellowship Scheme 2021, the winner of 2019 ICCV-AIM (Example-based RAW to RGB Mapping Challenge), etc. He also serves as a reviewer for more than 20 journals/conferences, including TIP, TMM, TCSVT, INS, PR, KBS, and SPL.
| One paper is accepted by AAAI 2021. |
| 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. |
| One paper is accepted by IEEE TCSVT 2020. |
| One paper is accepted by IEEE TMM 2020. |
| One paper is accepted by IEEE Access 2020. |
| One paper is accepted by IEEE TNNLS 2020. |
| One paper is accepted by IEEE TIP 2020. |
| Three papers are accepted by ICCV Workshop 2019. |
| One paper is accepted by IET Image Processing 2019. |
| 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. |
| Research Fellowship Scheme, The Chinese University of Hong Kong, 2021. |
| Outstanding PhD Graduates in Shanghai, Shanghai, 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. |
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Efficient Transformer for Single Image Super-Resolution Zhisheng Lu, Hong Liu, Juncheng Li, and Linlin Zhang. arXiv 2108.11084, 2021. |
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From Beginner to Master: A Survey for Deep Learning-based Single-Image Super-Resolution Juncheng Li, Zehua Pei, and Tieyong Zeng. arXiv 2109.14335, 2021. |
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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. |
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Soft-edge Assisted Network for Single Image Super-Resolution Faming Fang, Juncheng Li*, and Tieyong Zeng. IEEE Transactions on Image Processing (IEEE TIP), 2020. |
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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. |
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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. |
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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. |
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Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution 【New】 Guangwei Gao, Wenjie Li, Juncheng Li*, Fei Wu, Huimin Lu, and Yi Yu Association for the Advancement of Artificial Intelligence (AAAI), 2022. |
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Multi-scale Residual Network for Image Super-Resolution 【Hot】 Juncheng Li, Faming Fang, Kangfu Mei, and Guixu Zhang. European Conference on Computer Vision (ECCV), 2018. |
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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. |
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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. |
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Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi, Juncheng Li, Qinyan Dai, Faming Fang, Guixu Zhang, and Tieyong Zeng. International Conference on Computer Vision (ICCV), 2021. |
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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. |
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AIM 2019 Challenge on RAW to RGB Mapping: Methods and Results ICCV AIM, 2019. |
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NTIRE 2018 Challenge on Image Dehazing: Methods and Results CVPR NTIRE, 2018. |
| NTIRE 2022: Stereo Image Super-Resolution Challenge. |
| Robust Representation Learning for Multimedia Image Understanding- Special session on ICME 2022. |
| IEEE TIP/ TMM/ TCSVT/ SPL |
| Information Science/ Pattern Recognition/ Knowledge-Based Systems |
| ICME/ BMVC/ ICPR... |
| Member of CVF/CCF/CSIG/CAAI |
| Founder of CLF Studio 【A non-profit student innovation studio】 |
| Founder of MIVRC |
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Structure-Preserving Deraining with Residue Channel Prior Guidance Internal meeting, Chinese University of Hong Kong. |
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Exploration and Construction of Lightweight Image Restoration Model Institute of Big Data Technology and Application, School of Computer and Software, Shenzhen University. |
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Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution IEEE International Conference on Computer Vision (ICCV). |
| CSIAM-2020, Changsha, China, 2020. |
| PRCV-2020, Nanjing, China, 2020. |
| SCF-2020, Shanghai, China, 2019. |
| NeurlPS-Shanghai, Shanghai, China, 2019. |
| ICCV-2019, Seoul, Korea, 2019. |
| YouKu-VSRE-2019, Hanzhou, China, 2019. |
| RAMIDS-2019, Shanghai Jiao Tong University, Shanghai, China, 2019. |
| VALSE-2019, Hefei, China, 2019. |
| ECCV-2018, Munich, Germany, 2018. |
| ECCV Pre-Conference, Tencent, Shenzhen, 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. |
