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 100 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
  • 2023-03: Eight papers are accepted by CVPR2023, with two Highlight papers
  • 2023-03: One paper is accepted by T-IP
  • 2023-01: One paper is accepted by ISBI 2023
  • 2023-01: One paper is accepted by T-PAMI
  • 2022-11: Two papers are accepted by AAAI 2023
  • 2022-11: One paper is accepted by Computers in Biology and Medicine
  • 2022-11: Two papers are accepted by Journal of Software
  • 2022-09: One paper is accepted by NeurIPS 2022
  • 2022-07: Two papers are accepted by ECCV 2022
  • 2022-06: Two papers are accepted by ACM MM 2022
  • 2022-06: One paper is accepted by T-MI
  • 2022-05: One paper is accepted by T-PAMI
  • 2022-05: One paper is accepted by IEEE Transactions on Industrial Informatics
  • 2022-05: Six papers are provisionally accepted by MICCAI2022
  • 2022-04: Two papers are accepted by IJCAI 2022
  • 2022-03: Two papers are accepted by CVPR 2022, including one oral paper
  • 2022-03: Three papers are accepted by ICME 2022
  • 2022-01: Four papers are accepted by ISBI 2022, including two oral papers
  • 2021-12: Three papers are accepted by AAAI 2022
  • 2021-07: Three papers are accepted by ICCV 2021
  • 2021-07: One paper is accepted by ACM MM 2021
  • 2021-06: Two papers are accepted by T-IP
  • 2021-05: One paper is accepted by T-PAMI
  • 2021-04: One paper is accepted by IJCAI 2021
  • 2021-04: One paper is accepted by T-MI
  • 2021-04: One paper is accepted by T-MM.
  • 2021-03: One paper is accepted by T-CSVT
  • 2021-03: One paper is accepted by CVIU.
  • 2021-02: Five papers are accepted by CVPR 2021.
  • 2021-02: One paper is accepted by IJCV.
  • 2021-01: Two papers are accepted by ISBI 2021.
  • 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 CVPR2017~2022, NeurlPS2020~2021, ECCV2020 && 2022, ICCV2019 && 2021, IJCAI2018~2022, AAAI2018~2022.
  • 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
    ICMR2021 Best Poster Paper Award

    Wu Wenjun Outstanding Youth Award for Artificial Intelligence 2020

    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.