Changjian Shui - Publications, H-index & Citations

Changjian Shui

laval university

12H指数

50论文数

446被引数

收录论文 11

发表时间

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-11-01

PREAI

Li, Jiaqi; Lai, Yuanhao; Wang, Rui; Shui, Changjian; Sahoo, Sabyasachi; Ling, Charles X.; Yang, Shichun; Wang, Boyu; Gagne, Christian; Zhou, Fan

Towards More General Loss and Setting in Unsupervised Domain Adaptation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-10-01

PREAI

Shui, Changjian; Pu, Ruizhi; Xu, Gezheng; Wen, Jun; Zhou, Fan; Gagne, Christian; Ling, Charles X.; Wang, Boyu

Label shift conditioned hybrid querying for deep active learning 面向深度主动学习的标签移位条件混合查询

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-08-01

PREAI

Li, Jiaqi; Kong, Haojia; Xu, Gezheng; Shui, Changjian; Pu, Ruizhi; Kang, Zhao; Ling, Charles X.; Wang, Boyu

Episodic task agnostic contrastive training for multi-task learning?

NEURAL NETWORKS

IF6.3

2023-05-01

PREAI

Zhou, Fan; Chen, Yuyi; Wen, Jun; Zeng, Qiuhao; Shui, Changjian; Ling, Charles X.; Yang, Shichun; Wang, Boyu

Lifelong Online Learning from Accumulated Knowledge

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-02-24

PREAI

Shui, Changjian; Wang, William; Hedhli, Ihsen; Wong, Chi Man; Wan, Feng; Wang, Boyu; Gagne, Christian

A novel domain adaptation theory with Jensen-Shannon divergence

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-12-01

PREAI

Shui, Changjian; Chen, Qi; Wen, Jun; Zhou, Fan; Gagne, Christian; Wang, Boyu

On the benefits of representation regularization in invariance based domain generalization

MACHINE LEARNING

IF2.9

2022-01-01

OAAI

Shui, Changjian; Wang, Boyu; Gagne, Christian

Domain generalization via optimal transport with metric similarity learning

NEUROCOMPUTING

IF6.5

2021-10-01

OAAI

Zhou, Fan; Jiang, Zhuqing; Shui, Changjian; Wang, Boyu; Chaib-draa, Brahim

Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-10-01

PREAI

Wang, Boyu; Wong, Chi Man; Kang, Zhao; Liu, Feng; Shui, Changjian; Wan, Feng; Chen, C. L. Philip

Discriminative active learning for domain adaptation

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-06-01

PREAI

Zhou, Fan; Shui, Changjian; Yang, Shichun; Huang, Bincheng; Wang, Boyu; Chaib-draa, Brahim

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-02-01

PREAI

Zhou, Fan; Shui, Changjian; Abbasi, Mahdieh; Robitaille, Louis-Emile; Wang, Boyu; Gagne, Christian

研究方向