People
Dr Jiayan Qiu
Lecturer (Assistant Professor)
Profile
Dr. Jiayan Qiu is currently a Lecture at Â鶹ÊÓƵ, College of Computing and Mathematical Science. Before that, he was a postdoc research fellow collaborate wth Prof. in the Department of Electrical & Computer Engineering, University of Waterloo. He received his Ph.D. from the University of Sydney (USYD), adviced by Prof. . Prior to that, he obtained both the MPhil and honorable B.S. degrees from the Australian National University (ANU).
His research interests including computer vision, machine learning, and artificial intelligence. He has published papers on the top venues, including IEEE-TPAMI, CVPR, ECCV, and ACM KDD.
Research
- Computer Vision: AI-Generated Content, Visual Geometry, Scene Understanding, Representation Learning, Video Understanding
- Machine Learning: Deep Learning, Self-Supervised Learning, Knowledge Distillation, Network Compression, Graph Learning
Publications
Selected Publications:
. Xiaoyu Xu, Jiayan Qiu*, Baosheng Yu, Zhou Wang. European Conference on Computer Vision (ECCV), 2024.
.Hang Yu, Ruilin Li, Shaorong Xie, Jiayan Qiu*. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
. Xiaoyu Xu, Jiayan Qiu*, Xinchao Wang, Zhou Wang. European Conference on Computer Vision (ECCV), 2022.
. Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao. IEEE transactions on pattern analysis and machine intelligence (TPAMI), 2021.
. Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
. Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao. European Conference on Computer Vision (ECCV), 2020. (Spotlight Oral)
. Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
. Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang. European Conference on Computer Vision (ECCV), 2020.
. Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
. Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao. ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (ACM KDD), 2018.
. Jiayan Qiu,Yuchao Dai, Yuhang Zhang, Jose M. Alvarez. International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2015.
Supervision
Teaching
CO2103 Software Architecture and System Development -- Convenor
CO3091/7091 Computational Intelligence -- Convenor
CO3201 Computer Science Projects -- Supervisor
CO3204 Software Engineering Projects -- Supervisor
CO7201 MSc Individual Project -- Supervisor
CO4210/7210 Personal and Group Skills -- Moderator
Activities
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Reviewer of Journals or Transactions
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
IEEE Transactions on Image Processing (T-IP)
IEEE Transactions on Cybernetics (T-CYB)
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
Information Sciences (INS)
Journal of Visual Communication and Image Representation (JVIS)
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(Senior) Program Commitee
IEEE Conference on Computer Vision and Pattern Recognition (CVPR-21 - 24)
IEEE International Conference on Computer Vision (ICCV-21 - 23)
European Conference on Computer Vision (ECCV-22 - 24)
The International Conference on Machine Learning (ICML-22 - 24)
Conference on Neural Information Processing Systems (NeuraIPS-21 - 24)
The International Conference on Learning Representations (ICLR-22 - 25)
The AAAI Conference on Artificial Intelligence (AAAI-19 - 25)
International Joint Conferences on Artificial Intelligence (IJCAI-21 - 24)
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Guest Editor
Frontiers in Signal Processing
MDPI-Electronics