Guile Wu

PhD in Computer Science

Computer Vision Group
School of Electronic Engineering and Computer Science
Queen Mary University of London
Mile End Road, London E1 4NS, United Kingdom

I am a PhD in computer science at the Computer Vision Group of QMUL, under the supervision of Prof. Shaogang (Sean) Gong.

E-mail: guile.wu AT qmul.ac.uk.

Research Interest:

My area of expertise is Deep Learning and Computer Vision, particularly in Visual Recognition, Incremental Learning, Transfer Learning, Unsupervised Adaptation, Domain Generalization, Knowledge Distillation, Person Re-Identification, Few-Shot Learning, etc.

Recent Awards:

Queen Mary Principal’s Research Studentship Award. 2018-2021.

China National Scholarship for Postgraduate Students. 2015-2016 & 2016-2017.

Teaching:

Teaching Assistant: QMUL ECS795P - Deep Learning and Computer Vision, 2020.

Teaching Assistant: QMUL ECS795P - Deep Learning and Computer Vision, 2019.

Recent Publications:

[17] G. Wu, S. Gong, P. Li, "Striking a Balance between Stability and Plasticity for Class-Incremental Learning", ICCV, 2021.

[16] G. Wu, S. Gong, "Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation", ICCV, 2021.

[15] S. Sun, G. Wu, S. Gong, "Decentralised Person Re-Identification with Selective Knowledge Aggregation", BMVC, 2021. (Accepted)

[14] G. Wu, X. Zhu, S. Gong, "Learning Hybrid Ranking Representation for Person Re-Identification", Pattern Recognition, 2022.

[13] G. Wu, S. Gong, "Peer Collaborative Learning for Online Knowledge Distillation", AAAI, 2021.

[12] G. Wu, S. Gong, "Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification", AAAI, 2021.

[11] G. Wu, S. Gong, "Generalising without Forgetting for Lifelong Person Re-Identification", AAAI, 2021.

[10] P. Li, G. Wu, S. Gong, X. Lan, "Semi-Supervised Few-Shot Learning with Pseudo Label Refinement", ICME, 2021.

[9] G. Wu, X. Zhu, S. Gong, "Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification", AAAI, 2020.

[8] G. Wu, X. Zhu, S. Gong, "Spatio-Temporal Associative Representation for Video Person Re-Identification", BMVC, 2019.

[7] G. Wu, X. Zhu, S. Gong, "Person Re-Identification by Ranking Ensemble Representations", ICIP, 2019.