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

News

  • 11/2022: One paper is accepted by AAAI.

  • 11/2022: One of my works was named as ESI Highly Cited Paper.

  • 08/2022: One paper is accepted by TIP.

  • 05/2022: Two papers are accepted by TPAMI and TII, respectively.

  • 04/2022: One paper is accepted by Neurocomputing.

  • 03/2022: One paper is accepted by ICME.

  • 01/2022: Two papers are accepted by TNNLS and TIP, respectively.

  • 11/2021: One paper is accepted by TPAMI.

  • 07/2021: One paper is accepted by ICCV.

  • 05/2021: One paper is accepted by ACL. Codes and dataset are available.

  • 03/2021: One paper is accepted by CVPR. Our project page with code and dataset is available.

  • 01/2021: One paper is accepted by ICASSP.

Research Interest

    Machine Learning

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

    Computer Vision

  • Crowd Counting, Facial analysis, Semantic Segmentation, Video Understanding

    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)

  • 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) 2023,2022,2021

  • International Conference on Computer Vision (ICCV) 2021

  • European Conference on Computer Vision (ECCV) 2022

  • Association for the Advancement of Artificial Intelligence (AAAI) 2023

  • International Joint Conference on Artificial Intelligence (IJCAI) 2020

  • IEEE International Conference on Multimedia and Expo (ICME) 2019-2022

  • ACM international joint conference on pervasive and ubiquitous computing (UbiComp) 2021

Selected Honors & Awards

  • Ph.D National Scholarship, 2019

  • Candidates of CCF-CV Academic Emerging Award, 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]