Unsplashed background img 1


I am currently a first-year Ph.D. student at The Hong Kong Polytechnic University (PolyU), under the supervision of Prof. Lei Zhang (IEEE Fellow). I received my Master degree at Nankai University in 2019, 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, and various low-level vision problems such as image enhancement and image-to-image translation.

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).

  •   • 2020.01:   [Award] Our team win the first prize of the National Artificial Intelligence Competition (AI + 4K HDR)
  •   • 2020.01:   [Study] I start my Ph.D. studying at The Hong Kong Polytechnic University (PolyU) under the supervision of Prof. Lei Zhang
  •   • 2020.07:   [Activity] I serve as a Research Assistant at The Hong Kong Polytechnic University (PolyU) in Visual Computing Lab
  •   • 2019.06:   [Award] I receive the Outstanding Graduate Honor and Excellent Master Thesis Honor from Nankai University
  •   • 2019.04:   [Activity] I attend the VALSE 2019 conference at Hefei, China
  •   • 2019.04:   [Paper] One paper is accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2019)
  •   • 2019.04:   [Paper] One paper is accepted to IEEE Transactions on Neural Networks and Learning Systems (TNNLS 2019)
  •   • 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
Subspace Clustering via Good Neighbors
IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2019 (preprint)
paper
project page (codes)
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 (codes)
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
poster (valse 2019)
project page (codes)
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
Automatic Model Selection in Subspace Clustering via Triplet Relationships
AAAI Conference on Artificial Intelligence (AAAI), 2018
paper
poster
project page (codes)
  • 1. Jufeng Yang, Xiaoxiao Sun, Jie Liang, and Paul L. Rosin, Clinical Skin Lesion Diagnosis using Representations Inspired by Dermatologist Criteria, CVPR 2018
  • 2. Jufeng Yang, Xiaoping Wu, Jie Liang, Xiaoxiao Sun, Ming-Ming Cheng, Paul L. Rosin and Liang Wang, Self-Paced Balance Learning for Clinical Skin Disease Recognition, TNNLS 2019
  • 3. Xingxu Yao, Dongyu She, Sicheng Zhao, Jie Liang, Yu-Kun Lai, Jufeng Yang, Attention-aware polarity sensitive embedding for affective image retrieval, ICCV 2019
  • 4. Xiaoping Wu, Ni Wen, Jie Liang, Yu-Kun Lai, Dongyu She, Ming-Ming Cheng, Jufeng Yang, Joint acne image grading and counting via label distribution learning, ICCV 2019