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Changjian Shui
Assistant Professor, University of Ottawa
Joined
February 2018
Names
Changjian Shui
(Preferred)
,
changjian shui
Emails
****@ulaval.ca
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@uottawa.ca
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Assistant Professor
University of Ottawa
(uottawa.ca)
2025
–
Present
Postdoc
Vector Institute
(vectorinstitute.ai)
2024
–
2024
Postdoc
McGill University
(mcgill.ca)
2022
–
2023
PhD student
Laval university
(ulaval.ca)
2017
–
2022
MS student
Université Paris-Saclay
(universite-paris-saclay.fr)
2015
–
2016
Diplôme d'ingénieur
Télécom ParisTech
(telecom-paris.fr)
2013
–
2015
Advisors, Relations & Conflicts
Postdoc Advisee
Tal Arbel
2022
–
2023
PhD Advisor
Christian Gagné
2017
–
2022
Expertise
Ethics in Machine learning
2022
–
Present
Reliable Machine learning
2021
–
Present
Equity and fairness in Machine learning
2021
–
Present
Machine learning under Distribution Shift
2019
–
2024
Publications
Reliably detecting model failures in deployment without labels
Viet Nguyen
,
Changjian Shui
,
Vijay Giri
,
Siddharth Arya
,
Amol Verma
,
Fahad Razak
,
Rahul Krishnan
NeurIPS 2025 poster
Readers:
Everyone
Provable Post-Deployment Deterioration Monitoring
Viet Nguyen
,
Changjian Shui
,
Vijay Giri
,
Siddharth Arya
,
Amol Verma
,
Fahad Razak
,
Rahul Krishnan
Submitted to ICLR 2025
Readers:
Everyone
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning
Jiaqi Li
,
Yuanhao Lai
,
Rui Wang
,
Changjian Shui
,
Sabyasachi Sahoo
,
Charles Ling
,
Shichun Yang
,
Boyu Wang
,
Christian Gagné
,
Fan Zhou
IEEE Transactions on Knowledge and Data Engineering
Readers:
Everyone
Intersectional Unfairness Discovery
Gezheng Xu
,
Qi CHEN
,
Charles Ling
,
Boyu Wang
,
Changjian Shui
ICML 2024 Poster
Readers:
Everyone
Mitigating calibration bias without fixed attribute grouping for improved fairness in medical imaging analysis
Changjian Shui
,
Justin Szeto
,
Raghav Mehta
,
Douglas Lorne Arnold
,
Tal Arbel
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2023
Readers:
Everyone
Intersectional Unfairness Discovery
Gezheng Xu
,
Qi Chen
,
Charles Ling
,
Boyu Wang
,
Changjian Shui
CoRR 2024
Readers:
Everyone
Towards More General Loss and Setting in Unsupervised Domain Adaptation
Changjian Shui
,
Ruizhi Pu
,
Gezheng Xu
,
Jun Wen
,
Fan Zhou
,
Christian Gagné
,
Charles X. Ling
,
Boyu Wang
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
IEEE Trans. Knowl. Data Eng. 2023
Readers:
Everyone
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
QIUHAO Zeng
,
Changjian Shui
,
Long-Kai Huang
,
Peng Liu
,
Xi Chen
,
Charles Ling
,
Boyu Wang
ICLR 2024 oral
Readers:
Everyone
On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm
Qi CHEN
,
Changjian Shui
,
Ligong Han
,
Mario Marchand
NeurIPS 2023 poster
Readers:
Everyone
Lifelong Online Learning from Accumulated Knowledge
Changjian Shui
,
William Wei Wang
,
Ihsen Hedhli
,
Chi Man Wong
,
Feng Wan
,
Boyu Wang
,
Christian Gagné
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
ACM Trans. Knowl. Discov. Data 2023
Readers:
Everyone
View all 58 publications
Co-Authors
Amol Verma
Anjun Hu
Arezoo Rajabi
Azadeh Sadat Mozafari
Bincheng Huang
Boyu Wang
Brahim Chaib-draa
Brennan Nichyporuk
Brennan S. Nichyporuk
C. L. Philip Chen
Charles Ling
Charles X. Ling
Chi Man Wong
Christian Gagné
Di Wu
Douglas L. Arnold
Douglas Lorne Arnold
Eric Eaton
Fahad Razak
Fan Zhou
Feng Liu
Feng Wan
Gezheng Xu
Haojia Kong
Ihsen Hedhli
View all 70 co-authors