李俊诚 (Li Juncheng)

上海大学-通信与信息工程学院
上海,宝山区,翔英大楼,T807

邮箱: cvjunchengli[at]gmail.com & junchengli[at]shu.edu.cn




简介

我于2021年在华东师范大学计算机科学与技术学院获得博士学位,由 张桂戌方发明 教授共同指导。2021-2022年,我在香港中文大学担任博后研究员,博后主管为曾铁勇教授。我的研究兴趣包括人工智能及其在计算机视觉(如:图像分割、目标检测)和图像处理(如:图像超分辨率、恶劣天气下的图像复原、医学影像处理)中的应用。我在知名的期刊和会议上已发表论文40余篇,包括ACM CS、TIP、TNNLS、TMM、TCSVT、TMI、JBHI、CVPR、ICCV、ECCV、AAAI、IJCAI、ACMMM、MICCAI。我曾获得2023年中国产学研合作创新成果一等奖、2021年香港中文大学研究奖学金计划、2021年上海优秀博士毕业生、2019 ICCV-AIM(基于示例的RAW到RGB映射挑战)全球第一名等奖项。同时,我还担任包括CVPR、ICCV、ECCV、AAAI、TPAMI、TIP、TNNLS、TCYB、TMM、TCSVT、INS、PR和KBS在内的30多个国际知名期刊/会议审稿人。

近期新闻

入选全球前2%顶尖科学家榜单, 2023.
1 篇论文(IEEE TMM)入选ESI高被引论文, 2023.
入选上海市青年科技英才”扬帆计划“, 2023.

基金项目

论文接收情况

一篇论文已被 IEEE JBHI, 2024.
一篇论文已被 ACM Computing Surveys, 2024.
一篇论文已被 TMI, 2024.
一篇论文已被 CVPR, 2024.
一篇论文已被 TMI, 2024.
一篇论文已被 CIBM, 2023.
一篇论文已被 IEEE TMI, 2023.
一篇论文已被 IEEE JBHI, 2023.
一篇综述已被 中国图象图形学报接收, 2023.
一篇论文已被 MICCAI接收, 2023.
一篇论文已被 PR接收, 2023.
一篇论文已被 IEEE TMM接收, 2023.
一篇论文已被 IEEE TIP接收, 2023.
一篇论文已被 IEEE TITS接收, 2023.
------博后期间-----------
一篇论文已被 IJCAI接收, 2022.
一篇论文已被 IEEE TMM接收, 2022.
一篇论文已被 AAAI接收, 2021.
------博士期间---------
一篇论文已被 ICCV接收, 2021.
一篇论文已被 ACMMM接收, 2021.
一篇论文已被 IEEE TMM接收, 2021.
一篇论文已被 PR接收, 2021.
一篇论文已被 IEEE TMM接收, 2021.
一篇论文已被 IEEE TCSVT接收, 2020.
一篇论文已被 IEEE TMM接收, 2020.
一篇论文已被 IEEE TNNLS接收, 2020.
一篇论文已被 IEEE TIP接收, 2020.
一篇论文已被 ECCV接收, 2018.

荣誉 & 奖项

中国产学研合作创新成果一等奖, 2023.
研究奖学金资助, 香港中文大学, 2021.
上海市优秀博士毕业生称号, 上海市教委, 2021.
创智青年称号, 华东师范大学, 2020. (0.5%)
优秀学生称号, 华东师范大学, 2020. (3.0%)
智慧奖学金, 华东师范大学, 2020. (1.5%)
博士生科研创新基金项目, 华东师范大学, 2020.
ICCV学生旅行资助, 2019.
研究生奖学金, 华东师范大学, 2016-2020.
获得"基于示例的RAW图像到RGB图像映射挑战赛"的感知赛道的全球第一名, (ICCV-AIM), 2019.
获得"基于示例的RAW图像到RGB图像映射挑战赛"的保真赛道的全球第二名, (ICCV-AIM), 2019.
获得"阿里巴巴 - 优酷视频增强和超分辨率挑战赛"全国第四名 和 “极客奖”, (4/1514), 2019.
获得"中国多媒体大会 - 去雾挑战赛"全国第三名, 二等奖, (ChinaMM), 2018.
获得"图像去雾挑战赛"全球第六名 和 “荣誉提名奖”, (CVPR-NTIRE), 2018.

科研经历

精选出版物 [总引用: 2595] [最高引用: 817]

#:共同一作 *:通讯作者

精选综述

A Systematic Survey of Deep Learning-based Single-Image Super-Resolution 【最新】
Juncheng Li, Zehua Pei, Wenjie Li, Guangwei Gao, Longguang Wang, Yingqian Wang, Tieyong Zeng

ACM Computing Surveys (CUSR), 2024.

[论文] [项目主页]

深度学习在口腔医学影像中的应用与挑战【最新】
Yang Zhao, Juncheng Li*, Bodong Cheng, Najun Niu, Longguang Wang, Guangwei Gao, Jun Shi

中国图象图形学报, 2023.
[论文]

医学影像处理论文

Involution Transformer based U-Net for Landmark Detection in Ultrasound Images for Diagnosis of Infantile DDH【最新】
Tianxiang Huang, Jing Shi*, Juncheng Li, Jun Wang, Jun Du, Jun Shi*

IEEE Journal of Biomedical and Health Informatics (JBHI), 2024.
[论文]

Cost-Sensitive Weighted Contrastive Learning Based on Graph Convolutional Networks for Imbalanced Alzheimer’s Disease Staging【最新】
Yan Hu, Jun Wang*, Hao Zhu, Juncheng Li, Jun Shi

IEEE Transactions on Medical Imaging (TMI), 2024.
[论文]

Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images【最新】
Jian Wang, Liang Qiao, Shichong Zhou, Jin Zhou, Jun Wang, Juncheng Li, Shihui Ying, Cai Chang, Jun Shi*

IEEE Transactions on Medical Imaging (TMI), 2024.
[论文]

A Fine-Grained Orthodontics Segmentation Model for 3D Intraoral Scan Data 【最新】
Juncheng Li, Bodong Cheng, Najun Niu, Guangwei Gao, Shihui Ying, Jun Shi, Tieyong Zeng

Computers in Biology and Medicine (CIBM), 2023.
[论文] [代码]

Fast MRI Reconstruction via Edge Attention
Hanhui Yang, Juncheng Li*, Lok Ming Lui, Shihui Ying, Jun Shi, and Tieyong Zeng*

Communications in Computational Physics (CICP), 2023.
[论文] [代码]

Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images
Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi*

IEEE Transactions on Medical Imaging (TMI), 2023.
[论文]

Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification
Saisai Ding, Juncheng Li, Jun Wang, Shihui Ying, Jun Shi*

IEEE Journal of Biomedical and Health Informatics (JBHI), 2023.
[论文]

Multi-Scale Prototypical Transformer for Whole Slide Image Classification【New】
Saisai Ding, Jun Wang, Juncheng Li, and Jun Shi*

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023.
医学影像处理顶级会议
[论文]

图像复原与增强论文

精选期刊论文

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.
[论文] [代码] [主页]

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

IEEE Transactions on Image Processing (IEEE TIP), 2020.
作者按字母序排列。
[论文] [代码] [主页]

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

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020.
作者按字母序排列。
[论文] [代码] [主页]

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.
[论文] [代码]

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

IEEE Transactions on Multimedia (IEEE TMM), 2021.
[论文]

FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation (高被引论文)
Guangwei Gao#, Guoan Xu#, Juncheng Li*, Yi Yu*, Huimin Lu, and Jian Yang

IEEE Transactions on Multimedia (IEEE TMM), 2022.
[论文] [主页]

Adjustable Super-Resolution Network via Deep Supervised Learning and Progressive Self-Distillation
Juncheng Li, Faming Fang*, Tieyong Zeng, Guixu Zhang, and Xizhao Wang

Neurocomputing (NC), 2022.
[论文]

CTCNet: A CNN-Transformer Cooperation Network for Face Image Super-Resolution 【New】
Guangwei Gao#, Zixiang Xu#, Juncheng Li*, Jian Yang, Tieyong Zeng, and Guo-Jun Qi.

IEEE Transactions on Image Processing (IEEE TIP), 2023.
[Paper]

精选会议论文

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.
计算机视觉顶级会议【引用:800+】

[论文] [海报] [代码] [主页]

Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution 【New】
Longguang Wang, Juncheng Li, Yingqian Wang, Qingyong Hu, and Yulan Guo*.

Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
计算机顶级会议
[论文] [海报] [代码]

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.
计算机顶级会议
[论文] [海报] [代码] [主页]

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

ACM International Conference on Multimedia (ACM MM), 2021.
多媒体顶级会议
[论文] [海报] [代码]

Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution
Guangwei Gao#, Wenjie Li#, Juncheng Li*, Fei Wu, Huimin Lu, and Yi Yu

Association for the Advancement of Artificial Intelligence (AAAI), 2022.
人工智能顶会
[论文] [海报] [代码] [主页]

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer
Guangwei Gao#, Zhengxue Wang#, Juncheng Li*, Wenjie Li, Yi Yu, and Tieyong Zeng

International Joint Conference on Artificial Intelligence (IJCAI), 2022.
人工智能顶会. 口头报告(Oral Presentation)
[论文] [代码] [主页]

精选研讨会论文

Transformer for Single Image Super-Resolution 【Hot】
Zhisheng Lu#, Juncheng Li#, Hong Liu*, Chaoyan Huang, Linlin Zhang, and Tieyong Zeng

The Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), 2022.
NTIRE

[论文] [补充材料] [海报] [代码] [主页]

Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation
Juncheng Li, Hanhui Yang, Qiaosi Yi, Faming Fang, Guangwei Gao, Tieyong Zeng*, and Guixu Zhang

The Conference on Computer Vision and Pattern Recognition Workshop (CVPR Workshop), 2022.
NTIRE
[论文] [海报]

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.
口头报告(Oral Presentation). Student Travel Award.
[论文] [海报] [报告PPT] [代码] [主页]

精选比赛报告

NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results

CVPR NTIRE, 2022.
Longguang Wang, Yulan Guo*, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte
组织者

[论文] [视频] [主页]

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results

CVPR NTIRE, 2023.
Longguang Wang, Yulan Guo*, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte
组织者

[论文] [主页]

学术服务

客座编辑

Special issue "Mathematical Techniques and Artificial Intelligence in Image Processing" on the Journal of Mathematics.
Special issue "Advanced Image Restoration and Enhancement in the Wild" on IET Computer Version.
Special issue "Representation Learning for Computer Vision and Pattern Recognition" on the Journal of Mathematics.

组织者

CVPR-NTIRE 2024: Stereo Image Super-Resolution Challenge.
ACPR 2023 Workshop: Representation Learning for Computer Vision and Pattern Recognition
CVPR-NTIRE 2023: Stereo Image Super-Resolution Challenge.
CVPR-NTIRE 2022: Stereo Image Super-Resolution Challenge.
IEEE ICME 2021 Special Session "Advanced Representation Learning for Robust Multimedia Image Understanding".

程序委员会成员 (PC)

CVPR, New Trends in Image Restoration and Enhancement workshop and challenges on image and video processing (NTIRE), 2022, 2023, 2024.
ICCV, AIM: Advances in Image Manipulation workshop and challenges, 2022.

期刊审稿人

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Neural Networks and Learning System (TNNLS)
IEEE Transactions on Cybernetics (TCYB)
IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Broadcasting (TB)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Information Science (INS)
Pattern Recognition (PR)
Knowledge-Based Systems (KBS)
Computer Vision and Image Understanding (CVIU)
IEEE Signal Processing Letters (SPL)
...

会议审稿人

European Conference on Computer Vision (ECCV)
International Conference on Computer Vision (ICCV)
Conference on Computer Vision and Pattern Recognition (CVPR)
European Conference on Computer Vision (ECCV)
IEEE International Conference on Multimedia & Expo (ICME)
International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
The British Machine Vision Conference (BMVC)
International Conference on Pattern Recognition (ICPR)
...

合作者

Tieyong ZENG Guangwei Gao Longguang Wang Yingqian Wang


© 李俊诚 | 最后更新: 2024-2