ScienceGate Book Chapters

JOURNAL ARTICLE

Graph-level contrastive learning with self-aware and cross-sample topology augmentation for brain disorder diagnosis using rs-fMRI

Hao Zhang Xiaoyun Liu Shuo Huang Yue Ma Yonggui Yuan Daoqiang Zhang Li Zhang

Year: 2025 Journal: Neural Networks Vol: 196 Pages: 108379-108379 Publisher: Elsevier BV

DOI: 10.1016/j.neunet.2025.108379

Get Full-Text PDF Get Analytical Report

Keywords:

Metrics

0

Cited By

0.00

FWCI (Field Weighted Citation Impact)

46

Refs

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Related Documents

BOOK-CHAPTER

Multi-view Graph Contrastive Learning with Dynamic Self-aware and Cross-Sample Topology Augmentation for Brain Disorder Diagnosis

Hao Zhang Xiaoyun Liu Shuo Huang Yonggui Yuan Daoqiang Zhang Li Zhang

Lecture notes in computer science Year: 2025 Pages: 532-542

JOURNAL ARTICLE

Graph Self-supervised Learning with Augmentation-aware Contrastive Learning

Dong Chen Xiang Zhao Wei Wang Zhen Tan Weidong Xiao

Year: 2023 Pages: 154-164

JOURNAL ARTICLE

Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis

Guangwei Dong Xuexiong Luo Jing Du Jia Wu Shan Xue Jian Yang Amin Beheshti

Year: 2024 Pages: 91-100

JOURNAL ARTICLE

SGCL: Semantic-aware Graph Contrastive Learning with Lipschitz Graph Augmentation

Jinhao Cui Heyan Chai Xu Yang Y. Ding Binxing Fang Qing Liao

Year: 2024 Vol: 28 Pages: 3028-3041

JOURNAL ARTICLE

Boosting graph contrastive learning via adaptive graph augmentation and topology-feature-level homophily

Shuo Sun Zhongying Zhao Gen Liu Qiqi Zhang Lingtao Su

Journal: International Journal of Machine Learning and Cybernetics Year: 2024 Vol: 16 (7-8)Pages: 4235-4249