Biography

  • I am currently a Research Assistant Professor at the Hong Kong Polytechnic University, working with Prof. Changwen Chen and Prof. Wenzhong Shi. I received my Ph.D. degree in computer science from Sun Yat-Sen University under the supervision of Prof. Liang Lin and Dr. Guanbin Li. I was a visiting scholar at the University of Sydney under the guidance of Prof. Wanli Ouyang.


    Email: lingbo.liu(at)polyu.edu.hk liulingb(at)mail3.sysu.edu.cn

    Google Scholar Github

Research Interest

    Machine Learning

  • Deep Representation Learning, Spatial-Temporal Modeling, Knowledge Distillation, Prompt Tuning

    Computer Vision

  • Crowd Analysis, Scene Understanding, Video Understanding, Remote Sensing Analysis

    Urban Computing

  • Road Extraction, Traffic Flow/OD Forecast, Traffic Signal Control, Energy Analysis

Academic Services

    Reviewer for Journal

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

  • International Journal of Computer Vision (IJCV)

  • IEEE Transactions on Image Processing (TIP)

  • IEEE Transactions on Knowledge and Data Engineering (TKDE)

  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

  • IEEE Transactions on Intelligent Transportation Systems (TITS)

  • IEEE Transactions on Multimedia (TMM)

  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

  • IEEE Transactions on Big Data

  • Transportation Research Part C

  • Neurocomputing

  • Computer Vision and Image Understanding

  • Knowledge-Based Systems

  • Pattern Recognition Letters

    • Reviewer for Conference

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

  • International Conference on Computer Vision (ICCV)

  • European Conference on Computer Vision (ECCV)

  • Association for the Advancement of Artificial Intelligence (AAAI)

  • International Joint Conference on Artificial Intelligence (IJCAI)

  • ACM International Conference on Multimedia (MM)

  • IEEE International Conference on Multimedia and Expo (ICME)

  • ACM international joint conference on pervasive and ubiquitous computing (UbiComp)

Selected Honors & Awards

  • Ph.D National Scholarship, 2019

  • CCF-CV Academic Emerging Award Nomination, 2018

  • Gold medal (Prize $10K), Object Detection and Recognition, Kaggle: The Nature Conservancy Fisheries Monitoring 2017

  • Songshanhu Scholarship 2016

  • The 1st Place, Face Detection and Recognition, China Graduate Contest on Smart-City Technology and Creative Design 2016

  • The 3rd Place, Face Detection and Recognition, China Graduate Contest on Smart-City Technology and Creative Design 2015

  • The 3rd Place, CLS-LOC Task, Imagenet Large Scale Visual Recognition Challenge (ILSVRC) 2014 [Link]