Biography

I am currently an Associate Professor in School of Data and Computer Science, Sun Yat-sen University. I received my PhD degree in computer science from the University of Hong Kong, advised by Prof. Yizhou Yu. I also hold a MS degree and a BE degree in computer science and technology from Sun Yat-sen University in 2009 and 2012 respectively. I have more than 90 publications in international conferences and journals, including TPAMI, TNNLS, TIP, CVPR, ICCV, ICML, AAAI and IJCAI, etc. My current research interests include computer vision, machine learning and medical image analysis.

I am co-supervising the HCP-I2 Lab: Human-Cyber-Physical Intelligence Integration, SYSU.

I am recruiting self-motivated Ph.D / Master students in computer vision and machine learning. If you are interested in, please directly send me your resume.

Email: liguanbin(at)mail.sysu.edu.cn

[Google Scholar][中文版]

News
  • Three papers are accepted by ICCV 2021
  • One paper is accepted by ACM MM 2021
  • Two papers are accepted by T-IP
  • One paper is accepted by T-PAMI
  • One paper is accepted by IJCAI 2021
  • One paper is accepted by T-MI
  • One paper is accepted by T-CSVT
  • Five papers are accepted by CVPR 2021.
  • One paper is accepted by T-MM.
  • One paper is accepted by CVIU.
  • One paper is accepted by IJCV.
  • Two papers are accepted by ISBI 2021.
  • One paper is accepted by AAAI 2021.
  • One paper is accepted by IEEE T-PAMI.
  • One paper is accepted by IEEE Transactions on Image Processing.
  • One paper is accepted by TITS.
  • One paper is accepted by MICCAI2020.
  • Three papers are accepted by ACM MM2020.
  • Four papers are accepted by ECCV2020.
  • We won the winner of AI City Challenge Challenge Track 4: Traffic Anomaly Detection
  • One paper is accepted by MICCAI2020.
  • One paper is accepted by TITS.
  • One paper is accepted by TPAMI.
  • Three papers are accepted by CVPR 2020.
  • Three papers are accepted by AAAI 2020.
  • Our ICCV2019 paper won the Best Paper Nomination Award.
  • One paper is accepted by IEEE Transactions on Image Processing.
  • Seven papers are accepted by ICCV 2019.
  • Two papers are accepted by MICCAI2019.
  • One paper is accepted by TPAMI.
  • One paper is accepted by ICML 2019.
  • Two papers are accepted by CVPR 2019.
  • One paper is accepted by IEEE Transactions on Multimedia.
  • Three papers are accepted by AAAI 2019.
  • Research Interest
    Computer Vision
  • Image Understanding, including saliency detection, multi-label image classification, visual captioning, visual question answering.
  • Image Processing, including image super-resolution, color sketch generation, image inpainting.
  • Other Applications, including visual tracking, person re-identification and crowd counting.
  • Machine Learning
  • Deep Learning, including deep CNN, LSTM, Attention Modeling, Generative Adversarial Network, Reinforcement Learning
  • Classic Machine Learning Branches, including SVM, Random forest, Boosting, etc.
  • Weakly supervised learning
  • Academic Services
  • I serve as an associate editor of "The Visual Computer".
  • I serve as an area chair of VISAPP2019.
  • I serve as a program committee member of CVPR2017~2020, NeurlPS2020, ECCV2020, ICCV2019, IJCAI2018~2019, AAAI2018~2021.
  • Reviewer for:
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Image Processing (T-IP)
  • IEEE Transactions on Neural Networks and Learning Systems (T-NNLS)
  • IEEE Transactions on Multimedia (T-MM)
  • IEEE Transactions on Cybernetics (T-Cyb)
  • ACM SIGGRAPH2017/SIGGRAPH Asia 2018
  • Selected Honors & Awards
    ICCV2019 Best Paper Nomination

    ACM China Rising Star Nomination Award

    The First Prize of Science and Technology awarded by CSIG.

    Excellent Award of CCF-Tencent Research Fund

    Hong Kong PhD Fellowship.