I am currently a Ph.D. student at the Department of Computing, The Hong Kong Polytechnic University, advised by Prof. Xiao-Ming Wu.
I got my Master's Degree in Computational Mathematics from Dalian University of Technology in 2020 and my Bachelor's Degree in Mathematics and Applied Mathematics from Inner Mongolia University in 2017. My research interests include video/image processing, machine learning, computer vision, and related artificial intelligence problems.
If you want to cooperate with me, kindly contact me via email.
A CSer, also a Mathematician.
I am currently a Ph.D. student at the Department of Computing, The Hong Kong Polytechnic University, advised by Prof. Xiao-Ming Wu.
I got my Master's Degree in Computational Mathematics from Dalian University of Technology in 2020 and my Bachelor's Degree in Mathematics and Applied Mathematics from Inner Mongolia University in 2017. My research interests include video/image processing, machine learning, computer vision, and related artificial intelligence problems.
If you want to cooperate with me, kindly contact me via email.
Publications (Google Scholar):
21, Cong Wang, Jinshan Pan, Xiao-Ming Wu. Online-updated High-order Collaborative Networks for Single Image Deraining. AAAI Conference on Artificial Intelligence (AAAI), 2022. (CCF A). [Paper (Coming soon)] [Code (Coming soon)]
20, Cong Wang, Honghe Zhu, Wanshu Fan, Xiao-Ming Wu, Junyang Chen. Single Image Rain Removal Using Recurrent Scale-guide Networks. Elsevier-Neurocomputing, 2021. (CCF C, JCR Q1, IF=5.719). [Code][Paper]
19, Junyang Chen, Zhiguo Gong, Wei Wang, Cong Wang (Corresponding Author), Zhenghua Xu, Jianming Lv, Xueliang Li, Kaishun Wu, Weiwen Liu. Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-scale Graphs. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2021. (CCF B, JCR Q1, IF= 10.451). [Paper]
18, Guangle Yao (Guided), Cong Wang (Corresponding Author), Yutong Wu, Yang Wang. Pyramid Fully Residual Network for Single Image De-raining. Elsevier-Neurocomputing, 2021. (CCF C, JCR Q1, IF=5.719). [Code][Paper]
17, Junyang Chen, Zhiguo Gong, Jiqian Mo, Wei Wang, Xiao Dong, Wei Wang, Cong Wang, Weiwen Liu, Kaishun Wu. Self-Training Enhanced: Adversarial Learning for Overlapping Community Detection and Network Embedding. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2021. (CCF B, JCR Q1, IF= 10.451). [Paper]
16, Zhen Wang (Guided), Cong Wang (co-first author), Zhixun Su, Junyang Chen. Dense Feature Pyramid Grids Network for Single Image Deraining. IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP), 2021. (CCF B). [Paper]
15, Cong Wang, Xiaoying Xing, Yutong Wu, Zhixun Su, Junyang Chen. DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal. ACM International Conference on Multimedia (ACM MM), 2020. (CCF A) [Code] [Paper]
14, Cong Wang, Yutong Wu, Zhixun Su, Junyang Chen. Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network. ACM International Conference on Multimedia (ACM MM), 2020. (CCF A) [Code] [Paper]
13, Honghe Zhu (Guided), Cong Wang (co-first author), Yajie Zhang, Zhixun Su, Guohui Zhao. Physical Model Guided Deep Image Deraining. IEEE International Conference on Multimedia and Expo (IEEE ICME), 2020. (CCF B) [Code] [Paper]
12, Junyang Chen, Zhiguo Gong, Weiwen Liu, Wei Wang, Ming Yang, Cong Wang. TAM: Targeted Analysis Model with Reinforcement Learning on Short Texts. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020. (CCF B, JCR Q1, IF= 10.451). [Paper]
11, Junyang Chen, Zhiguo Gong, Wei Wang, Xiao Dong, Wei Wang, Weiwen, Liu, Cong Wang, Xian Chen. Inductive Document Representation Learning on Short Texts. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 2020. (CCF B). [Paper]
10, Wanshu Fan, Yutong Wu, Cong Wang. Single Image Rain Removal via Layer Similarity Prior. Springer-Applied Intelligence (APIN), 2020. (CCF C, JCR Q1, IF=5.086). [Paper]
9, Cong Wang, Xiaoying Xing, Guangle Yao, Zhixun Su. Single Image De-raining via Deep Shared Pyramid Network. Springer-The Visual Computer (TVC), 2020. (CCF C, JCR Q2, IF=2.601). [Paper]
8, Cong Wang, Man Zhang, Zhixun Su, Guangle Yao. Densely Connected Multi-Scale De-raining Net. Springer-Multimedia Tools and Applications (MTAP), 2020. (CCF C, JCR Q2, IF=2.757). [Paper]
7, Cong Wang, Wanshu Fan, Yutong Wu, Zhixun Su. Weakly Supervised Single Image Dehazing. Elsevier-Journal of Visual Communication and Image Representation (JVCI), 2020. (CCF C, JCR Q2, IF=2.678). [Paper]
6, Cong Wang, Wanshu Fan, Honghe Zhu, Zhixun Su. Single Image Deraining via Nonlocal Squeeze-and-excitation Enhancing Network. Springer-Applied Intelligence (APIN), 2020. (CCF C, JCR Q1, IF=5.086). [Paper]
5, Cong Wang, Yutong Wu, Yu Cai, Guangle Yao, Zhixun Su, Hongyan Wang. Single Image Deraining via Deep Pyramid Network with Spatial Contextual Information Aggregation. Springer-Applied Intelligence (APIN), 2020. (CCF C, JCR Q1, IF= 5.086). [Paper]
4, Cong Wang, Man Zhang, Zhixun Su, Yutong Wu, Guangle Yao, Hongyan Wang. Learning a multi-level guided residual network for single image deraining. Elsevier-Signal Processing: Image Communication (SPIC), 2019. (CCF C, JCR Q2, IF=3.256). [Paper]
3, Cong Wang, Man Zhang, Jinshan Pan, Zhixun Su. Single image rain removal via densely connected contextual and semantic correlation net. SPIE-Journal of Electronic Imaging (JEI), 2019. (JCR Q4, IF=0.945). [Paper]
2, Cong Wang, Man Zhang, Zhixun Su, Guangle Yao, Yan Wang, Xiyan Sun, and Xiaonan Luo. From Coarse to Fine: A Stage-Wise Deraining Net. IEEE ACCESS, 2019. (JCR Q2, IF=3.367). [Paper]
1, Cong Wang, Hongyan Wang, Zhixun Su, Yan Yang. Embedding Non-Local Mean in Squeeze-and-Excitation Network for Single Image Deraining. IEEE International Conference on Multimedia and Expo Workshops (IEEE ICME Workshops), 2019. [Paper]
Reviewer|Journals:
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Journal of Selected Topics in Signal Processing
IEEE Access
Elsevier-Computer Vision and Image Understanding
Elsevier-Neurocomputing
Elsevier-Image and Vision Computing
Springer-The Visual Computer
Springer-Signal Image and Video Processing
Reviewer|Conferences:
AAAI Conference on Artificial Intelligence (AAAI), 2022
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Awards|Master
11, Excellent Master's Thesis of Liaoning Province, 2020
辽宁省优秀硕士学位论文，2020
10, Excellent Master's Thesis of Dalian University of Technology, 2020
大连理工大学优秀硕士学位论文，2020
9, Outstanding Graduate of Liaoning Province, 2020
辽宁省优秀毕业生，2020
8, Outstanding Graduate of Dalian University of Technology, 2020
大连理工大学优秀毕业生，2020
7, The Master Academic Star of Dalian University of Technology, 2019
大连理工大学硕士学术之星，2019
6, Top Ten Students of School of Mathematical Sciences, 2019
数学科学学院十佳大学生，2019
5, National Scholarship, 2019
研究生国家奖学金，2019
4, Excellent Graduate Student of Dalian University of Technology, 2019
大连理工大学优秀研究生，2019
3, First-class Academic Scholarship for Graduate Students, 2019
大连理工大学一等学业奖学金，2019
2, Second-class Academic Scholarship for Graduate Students，2018
大连理工大学二等学业奖学金，2018
1, Second-class Academic Scholarship for Graduate Students, 2017
大连理工大学二等学业奖学金, 2017
Awards|Bachelor
15, Merit Student of Inner Mongolia Autonomous Region, 2017
内蒙古自治区三好学生，2017
14, Merit Student of Inner Mongolia of University, 2017
内蒙古大学三好学生，2017
13, National Encouragement Scholarship, 2016
国家励志奖学金，2016
12, First-class Academic Scholarship of Inner Mongolia of University, 2017
内蒙古大学一等学业奖学金，2017
11, First-class Academic Scholarship of Inner Mongolia of University, 2015
内蒙古大学一等学业奖学金，2016
10, First-class Individual Scholarship of Inner Mongolia of University,2016
内蒙古大学一等单项奖学金，2016
9, First-class Individual Scholarship of Inner Mongolia of University,2015
内蒙古大学一等单项奖学金，2015
8, The Seventh National College Students Mathematics Competition Provincial First Prize, 2016
第七届全国大学生数学竞赛省级一等奖，2016
7, The Sixth National Mathematics Competition for College Students Provincial First Prize, 2015
第六届全国大学生数学奖赛省级一等奖，2015
6, The Provincial Second Prize of National College Students Mathematical Contest in Modeling in Higher Education Cup, 2016
“高教杯”全国大学生数学建模竞赛省级二等奖，2016
5, The Provincial Second Prize of National College Students Mathematical Contest in Modeling in Higher Education Cup, 2015
“高教杯”全国大学生数学建模竞赛省级二等奖，2015
4, The Provincial First Prize of National College Students Mathematical Contest in Modeling in Higher Education Cup, 2014
“高教杯”全国大学生数学建模竞赛省级一等奖，2014
3, Outstanding Volunteer of the 7th MathorCup College Students Mathematical Contest in Modeling, 2017
“MathorCup”数学建模竞赛优秀志愿者，2017
2, Outstanding Volunteer of the 6th MathorCup College Students Mathematical Contest in Modeling, 2016
“MathorCup”数学建模竞赛优秀志愿者，2016
1, Volunteer of the 5th MathorCup College Students Mathematical Contest in Modeling，2015
“MathorCup”数学建模竞赛志愿者，2015