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Employment (7)

University of Ottawa: Ottawa, Ontario, CA

2025-01 to present | Assistant Professor (EECS)
Employment
Source: Self-asserted source
Changjian Shui

Vector Institute: Toronto, CA

2023-12 to 2024-12
Employment
Source: Self-asserted source
Changjian Shui

McGill University: Montreal, CA

2022-05 to 2023-05 | Postdoc (ECE)
Employment
Source: Self-asserted source
Changjian Shui

Université Laval: Québec, Quebec, CA

2017-05-01 to 2022-04 | Phd studnet
Employment
Source: Self-asserted source
Changjian Shui

University of Paris-Saclay: Gif-sur-Yvette, FR

2015-08 to 2016-10 | Msc/Applied Math
Employment
Source: Self-asserted source
Changjian Shui

Télécom Paris: Paris, FR

2013-08 to 2015-07 | Engineering Degree
Employment
Source: Self-asserted source
Changjian Shui

Southeast University: Nanjing, CN

2009-08 to 2013-06 | Bsc (EE)
Employment
Source: Self-asserted source
Changjian Shui

Works (7)

Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning

IEEE Transactions on Knowledge and Data Engineering
2024-11 | Journal article
DOI: 10.1109/TKDE.2024.3419449
Contributors: Jiaqi Li; Yuanhao Lai; Rui Wang; Changjian Shui; Sabyasachi Sahoo; Charles X. Ling; Shichun Yang; Boyu Wang; Christian Gagné; Fan Zhou
Source: check_circle
Crossref

Towards More General Loss and Setting in Unsupervised Domain Adaptation

IEEE Transactions on Knowledge and Data Engineering
2023 | Journal article
DOI: 10.1109/TKDE.2023.3266785
Contributors: Changjian Shui; Ruizhi Pu; Gezheng Xu; Jun Wen; Fan Zhou; Christian Gagné; Charles X. Ling; Boyu Wang
Source: check_circle
Crossref

Label shift conditioned hybrid querying for deep active learning

Knowledge-Based Systems
2023-08 | Journal article
DOI: 10.1016/j.knosys.2023.110616
Contributors: Jiaqi Li; Haojia Kong; Gezheng Xu; Changjian Shui; Ruizhi Pu; Zhao Kang; Charles X. Ling; Boyu Wang
Source: check_circle
Crossref

Lifelong Online Learning from Accumulated Knowledge

ACM Transactions on Knowledge Discovery from Data
2023-08-31 | Journal article
DOI: 10.1145/3563947
Contributors: Changjian Shui; William Wang; Ihsen Hedhli; Chi Man Wong; Feng Wan; Boyu Wang; Christian Gagné
Source: check_circle
Crossref

A novel domain adaptation theory with Jensen–Shannon divergence

Knowledge-Based Systems
2022-12 | Journal article
DOI: 10.1016/j.knosys.2022.109808
Contributors: Changjian Shui; Qi Chen; Jun Wen; Fan Zhou; Christian Gagné; Boyu Wang
Source: check_circle
Crossref

On the benefits of representation regularization in invariance based domain generalization

Machine Learning
2022-03 | Journal article
DOI: 10.1007/s10994-021-06080-w
Contributors: Changjian Shui; Boyu Wang; Christian Gagné
Source: check_circle
Crossref

Discriminative active learning for domain adaptation

Knowledge-Based Systems
2021-06 | Journal article
DOI: 10.1016/j.knosys.2021.106986
Contributors: Fan Zhou; Changjian Shui; Shichun Yang; Bincheng Huang; Boyu Wang; Brahim Chaib-draa
Source: check_circle
Crossref

Peer review (5 reviews for 3 publications/grants)

Review activity for International journal of computer vision. (1)
Review activity for Machine learning. (1)
Review activity for Medical image analysis. (3)
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