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
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
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)
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]