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I am currently a third-year Master candidate at Nankai University, under the supervision of Prof. Jufeng Yang. I received my Bachelor degree from Ocean University of China in 2016. My research interests include Computer Vision and Machine Learning. Specifically, I am interested in sparse subspace clustering, generative adversarial networks, image classification and various low-level vision problems such as image enhancement.

During my research, I cooperated with Prof. Ming-Ming Cheng (Nankai University), Prof. Ming-Hsuan Yang (UC Merced), and Prof. Paul L. Rosin (Cardiff University).

  •   • 2019.02:   [Reviewer] I am invited as a reviewer of ICCV 2019 and TIP
  •   • 2019.02:   [Paper] One paper is accepted to IEEE Transactions on Image Processing (TIP 2019)
  •   • 2018.11:   [Award] I receive the National Scholarship for graduate students
  •   • 2018.07:   [Activity] I attend the ECCV 2018 conference at Munich, Germany. Beautiful City!
  •   • 2018.06:   [Activity] I start my internship at ByteDance AI Lab, cooperating with Zehuan Yuan and Changhu Wang
  •   • 2018.07:   [Paper] One paper is accepted to ECCV 2018
  •   • 2018.06:   [Reviewer] I am invited as a reviewer of ACCV 2018
  •   • 2018.05:   [Paper] One paper is accepted to IEEE Transactions on Image Processing (TIP 2018)
  •   • 2018.04:   [Award] I am selected as an Outstanding Reviewer of CVPR 2018
  •   • 2018.04:   [Activity] I attend the VALSE 2018 conference at Dalian, China
  •   • 2018.02:   [Paper] One paper is accepted to CVPR 2018
  •   • 2018.02:   [Activity] I attend the AAAI 2018 conference at New Orleans, USA
  •   • 2018.01:   [Reviewer] I am invited as an emergency reviewer of CVPR 2018
  •   • 2017.11:   [Papers] Two papers are accepted to AAAI 2018
  •   • 2016.07:   [Study] I start my Master studying at Nankai University in Computer Vision Lab.
Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship
Jie Liang, Jufeng Yang, Ming-Ming Cheng, Paul L. Rosin and Liang Wang
IEEE Transactions on Image Processing (TIP), 2019 (preprint)
paper
project page
Sub-GAN: An Unsupervised Generative Model via Subspaces
Jie Liang, Jufeng Yang, Hsin-Ying Lee, Kai Wang and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), 2018
paper
poster
Dynamic Match Kernel with Deep Convolutional Features for Image Retrieval
Jufeng Yang, Jie Liang, Hui Shen, Kai Wang, Paul L. Rosin and Ming-Hsuan Yang
IEEE Transactions on Image Processing (TIP), 27(11): 5288-5302, 2018
paper
project page
Clinical Skin Lesion Diagnosis using Representations Inspired by Dermatologist Criteria
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
paper
project page
Automatic Model Selection in Subspace Clustering via Triplet Relationships
AAAI Conference on Artificial Intelligence (AAAI), 2018
paper
poster
project page
Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues
Jufeng Yang, Yan Sun, Jie Liang, Yong-Liang Yang and Ming-Ming Cheng
AAAI Conference on Artificial Intelligence (AAAI), 2018
paper
Image Captioning by Incorporating Affective Concepts Learned from both Visual and Textual Components
Jufeng Yang, Yan Sun, Jie Liang, Bo Ren and Shang-Hong Lai
Neurocomputing, 328: 56-68, 2019
paper
Subspace Clustering via Good Neighbors
Submitted to TPAMI (2017.10); Status: Minor Revision
paper