Dr. Jiayan Qiu is currently a Lecture at University of Leicester, College of Computing and Mathematical Science. Before that, he was a postdoc research fellow collaborate wth Prof. Zhou Wang in the Department of Electrical & Computer Engineering, University of Waterloo. He received his Ph.D. from the University of Sydney (USYD), adviced by Prof. Dacheng Tao. 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.

• 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

Selected Publications:

Visual Relationship Transformation. Xiaoyu Xu, Jiayan Qiu*, Baosheng Yu, Zhou Wang. European Conference on Computer Vision (ECCV), 2024.

Shadow-Enlightend Image Outpainting.Hang Yu, Ruilin Li, Shaorong Xie, Jiayan Qiu*. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

Relationship Spatialization for Depth Estimation. Xiaoyu Xu, Jiayan Qiu*, Xinchao Wang, Zhou Wang. European Conference on Computer Vision (ECCV), 2022.

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao. IEEE transactions on pattern analysis and machine intelligence (TPAMI), 2021.

Scene Essence. Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

Hallucinating Visual Instances in Total Absentia. Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao. European Conference on Computer Vision (ECCV), 2020. (Spotlight Oral)

Distillating Knowledge from Graph Convolutional Networks. Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

Learning Propagation Rules for Attribution Map Generation. Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang. European Conference on Computer Vision (ECCV), 2020.

World from Blur. Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Towards evolutionary compression. Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao. ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (ACM KDD), 2018.

Hierarchical aggregation based deep aging feature for age prediction. Jiayan Qiu,Yuchao Dai, Yuhang Zhang, Jose M. Alvarez. International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2015.

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

• 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)

• (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)

• Guest Editor

Frontiers in Signal Processing

MDPI-Electronics