I am currently a fifth-year Ph.D. student in University of Science and Technology of China (USTC), under the joint PhD program between MSRA and USTC. Now, I am luckily advised by Gang Hua and Prof. Nenghai Yu. I collaborate closely with Lu Yuan and Jing Liao. In the early stage of my research period, I was also very fortunate to be supervised by Yi Ma and Jian Sun respectively.

My research interests are in computer vision, machine learning, and deep learning. I'm particularly interested in the areas of image generation, style transfer and object detection. You can find my cv here.


Progressive Color Transfer with Dense Semantic Correspondences
Mingming He, Jing Liao, Dongdong Chen*, Lu Yuan, Pedro V Sander
ACM TOG 2018
[pdf] [bibtex]
Gated Context Aggregation Network for Image Dehazing and Deraining
Dongdong Chen*, Mingming He, Qingnan Fan, Jing Liao, Liheng Zhang, Dongdong Hou, Lu Yuan, Gang Hua
WACV 2019
[pdf] [code] [bibtex]
Decouple Learning for Parameterized Image Operators
Qingnan Fan*, Dongdong Chen*, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen (* Equal Contribution)
ECCV 2018
[pdf] [code] [bibtex]
Deep Exemplar-based Colorization
Mingming He*, Dongdong Chen*, Jing Liao, Pedro V.Sander, Lu Yuan (* Equal Contribution)
Siggraph 2018
[pdf] [code] [supplementary] [bibtex]

New! Code is released!

Stereoscopic Neural Style Transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua
CVPR 2018
[pdf] [supplementary] [video] [bibtex]
Coherent Online Video Style Transfer
Dongdong Chen, Jing Liao, Lu Yuan, Nenghai Yu, Gang Hua
ICCV 2017
[pdf] [video] [bibtex]
StyleBank: An Explicit Representation for Neural Image Style Transfer
Dongdong Chen, Lu Yuan, Jing Liao, Nenghai Yu, Gang Hua
CVPR 2017
[pdf] [supplementary] [video] [bibtex]
Congrats! Our technique is adopted by Microsoft Pix.


2010.08~2014.06:   Bachelor in Electrical Engineering in University of Science and Technology of China
2013.07~2014.05:   Intern in MSRA advised by Yi Ma and Jian Sun respectively
2015.07~2015.10:   Intern in Alibaba Group Beijing
2015.11~2018.03:   Intern in MSRA advised by Jian Sun and Gang Hua and Lu Yuan respectively.
2018.04~2018.09:         Intern in Microsoft Redmond advised Gang Hua.

Professional Activities

Reviewer: CVPR2018, 2019
Reviewer: AAAI 2019
Reviewer: ACCV2018
Reviewer: International Journal of Comuter Vision(IJCV)
Reviewer: IEEE Transactions on Image Processing(TIP)
Reviewer: IEEE Transactions on MultiMedia(TMM)
Reviewer: IEEE Transactions on Circuits and Systems for Video Technology(TCSVT)
Reviewer: Machine Vision and Applications(MVAP)
Reviewer: Journal of Selected Topics in Signal Processing (JSTSP)
Reviewer: Public Library of Science (PLOS ONE)

Awards and Honors

National Scholarship for Graduate Students, Nov 2018
(3/2950 Teams) FashionAI Global Challenge—Attributes Recognition of Apparel 2018
(7/2322 Teams) FashionAI Global Challenge—Key Points Detection of Apparel 2018
National ScholarShip, Nov 2012
National ScholarShip, Nov 2013
Grand Prize (1/1438 teams) in CCF National Youth Innovation Contest of Big Data 2015
Top 5 in Tianyi Algorithm Contest of Big Data 2016
Best Demo Prize of Di-Tech Algorithm Contest of Big Data 2016