Guodong Ding 丁国栋 [CV]|[dinggd@comp.nus.edu.sg] Research Fellow, School of Computing National University of Singapore (NUS) AS3-06-18, 7 Arts Link, Singapore, 117571

Research area

Video Understanding

Education

• Ph.D. (Sep. 2013 - Jan. 2020), in Computer Science and Technology (081200),
  Nanjing University of Science and Technology, Nanjing,
  Advisor: Prof. Zhenmin Tang and Prof. Guangyi Bai,
  博士论文: 面向不同监督条件下的行人再识别深度学习方法关键问题研究 [pdf],
  Dissertation: Research on Deep Learning based Person Re-identification Methods under Different Supervisions

• B.Eng. (Sep. 2009- June. 2013), in Computer Science and Technology (080605),
  Nanjing University of Science and Technology, Nanjing,
  Advisor: Prof. Zhenmin Tang,
  本科论文: 基于内容的商品图像检索,
  Thesis: Content based Commodity Image Retrieval

Updates

• [Dec. 19] I have successfully passed my PhD thesis defense.

• [July, 19] One conference paper accepted to BMVC.

• [May, 19] One journal paper accepted to TMM.

• [Feb., 19] One journal paper accepted to PRL.

Experiences

• Research Fellow (Oct., 20 - Present), in School of Computing (SoC), National University of Singapore.

• Engineering Intern (June, 19 - Sep., 19), in China QCT MM R&D, Qualcomm Shanghai.

• Visiting Scholar (Feb., 17 - Oct., 17), in Australian National University.

• Research Assistant (Nov., 15 - Feb., 17), in the Hong Kong Polytechnic University.

Publications

Preprints & working papers

• G. Ding*, S. Khan, Z. Tang, J. Zhang and F. Porikli, Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification, Arxiv paper. [pdf]|[code]|[project page]

Journal articles

• G. Ding*, S. Zhang, S. Khan, Z. Tang, J. Zhang and F. Porikli, Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification, IEEE Transcations on Multimedia, 2019. [pdf]|[project page]

• G. Ding*, S. Khan, Z. Tang, and F. Porikli, Feature Mask Network for Person Re-identification, Pattern Recognition Letters, 2019. [pdf]|[project page]

Conference papers

• G. Ding*, S. Khan, and Z. Tang, Dispersion based Clustering for Unsupervised Person Re-identification, British Machine Vision Conference, 2019. [pdf]|[poster]

• G. Ding*, S. Zhang, S. Khan, and Z. Tang, Center based Pseudo-labeling for Semi-supervised Person Re-identification, International Conference of Multimedia and Expo Workshops, 2018. [pdf]|[slides]

(*: corresponding author)

Collaborators

Dr. Salman Khan, Australian National University and Inception Institute of AI
Prof. Jian Zhang, University of Technology Sydney
Prof. Fatih Porikli, Australian National University and FutureWei, USA
Prof. Shanshan Zhang, Nanjing University of Science and Technology