Caixuan Luo

2 accepted papers

2024

Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining

Junbo Ma, Caixuan Luo, Jia Hou, Kai Zhao

IJCAI 2024poster

Rapid advancements in neuroimaging techniques, such as magnetic resonance imaging (MRI), have facilitated the acquisition of the structural and functional characteristics of the brain. Brain network analysis is one of the essential tools for exploring brain mechanisms from MRI, providing valuable in…

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2024

Simple Contrastive Multi-View Clustering with Data-Level Fusion

Caixuan Luo, Jie Xu, Yazhou Ren, Junbo Ma, Xiaofeng Zhu

IJCAI 2024poster

Previous deep multi-view clustering methods usually design un-shared encoders to explore the cluster information among multi-view data, but they are difficult to customize the encoders for individual views and easily increase information loss. To address these issues, we propose a simple yet effecti…

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