Juncheng Li (李俊诚)PhD Student
School of Computer Science and Technology Success is not final, failure is not fatal, it is the courage to continue that counts.--Churchill
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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.
| 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. |
| 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 |
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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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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. |
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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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Multi-scale Residual Network for Image Super-Resolution Juncheng Li, Faming Fang, Kangfu Mei, and Guixu Zhang. European Conference on Computer Vision (ECCV), 2018. |
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Progressive Feature Fusion Network for Realistic Image Dehazing Kangfu Mei, Aiwen Jiang, Juncheng Li, and Mingwen Wang. Asian Conference on Computer Vision (ACCV), 2018. |
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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. |
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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 arXiv preprint arXiv:2102.12135. |
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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. |
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Disentangle Perceptual Learning through Online Contrastive Learning Kangfu Mei, Yao Lu, Qiaosi Yi, Haoyu Wu, Juncheng Li, Rui Huang arXiv preprint arXiv:2006.13511. |
| 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 |
| International Conference on Multimedia and Expo (ICME) |
| British Machine Vision Conference (BMVC) |
| International Conference on Pattern Recognition (ICPR) |
| 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】 |
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Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution IEEE International Conference on Computer Vision (ICCV). |
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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. |
| 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. |
| 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 |
