Biography
  • I am currently a Principal Researcher at DMAI Co., Ltd. Before that, I obtained my PHD. degree at Human Cyber Physical Intelligence Integration Lab of Sun Yat-Sen University advised by Prof. Liang Lin. I received my Bachelor Degree from Sun Yat-sen University in 2013. I also worked as a research assistant (2016.06-2017.06) in The Hong Kong Polytechnic University under the guidance of Prof. Lei Zhang.

    Email: tianshuichen(at)gmail.com

    CV Google Scholar Github

News
  • 09/2019: Code and trained models for the ICCV paper "Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition" are available.

  • 07/2019: Two papers are accepted by ICCV 2019.

  • 03/2019: One paper is accepted by ICME 2019.

  • 02/2019: Two papers are accepted by CVPR 2019.

  • 10/2018: We rank first on the PASCAL VOC 2012 object classification leaderboard.

  • 08/2018: One paper is accepted by TMM.

  • 08/2018: Code, trained models, and dataset for MM paper "Fine-Grained Representation Learning and Recognition by Exploiting Hierarchical Semantic Embedding" are available.

  • 07/2018: One paper is accepted by TIP.

  • 07/2018: Code for IJCAI paper "Deep Reasoning with Knowledge Graph for Social Relationship Understanding" is available.

  • 07/2018: One paper is accepted by ACM MM 2018 as oral presentation.

  • 04/2018: Two papers are accepted by IJCAI 2018.

Research Interest

    Computer Vision

  • General/fine-Grained image classification

  • Social relationship classification

  • Object proposal generation

  • Salient object detection

    Machine Learning

  • Deep learning

  • Deep reinforcement learning

  • Knowledge representation learning

Academic Services

    Reviewer for

  • IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019

  • IEEE International Conference on Computer Vision (ICCV), 2019

  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)

  • IEEE Transactions on Image Processing (T-IP)

  • IEEE Transactions on Multimedia (T-MM)

  • Pattern Recognition (PR)

  • Neurocomputing

Selected Honors & Awards
  • 2017 Graduate National Scholarship

  • ICME 2017 World's FIRST 10K Best Paper Award--Diamond Award [Link]

  • The Eleventh Place, DET Task, Imagenet Large Scale Visual Recognition Challenge (ILSVRC) 2015 [Link]

  • The Third Place, CLS-LOC Task, Imagenet Large Scale Visual Recognition Challenge (ILSVRC) 2014 [Link]