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Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition
Ye, Weishan, Zhang, Zhiguo, Teng, Fei, Zhang, Min, Wang, Jianhong, Ni, Dong, Li, Fali, Xu, Peng, Liang, Zhen
Published in IEEE transactions on affective computing (01.01.2025)
Published in IEEE transactions on affective computing (01.01.2025)
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Journal Article
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Subgraph Adaptive Structure-Aware Graph Contrastive Learning
Chen, Zhikui, Peng, Yin, Yu, Shuo, Cao, Chen, Xia, Feng
Published in Mathematics (Basel) (01.09.2022)
Published in Mathematics (Basel) (01.09.2022)
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SFPGCL: Specificity-preserving federated population graph contrastive learning for multi-site ASD identification using rs-fMRI data
Ren, Yudan, Ma, Zihan, Ding, Zhenqing, Yang, Ruonan, Li, Xiao, He, Xiaowei, Liu, Tianming
Published in Computerized medical imaging and graphics (01.09.2025)
Published in Computerized medical imaging and graphics (01.09.2025)
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Graph Contrastive Learning for Connectome Classification
Schmidt, Martín, Silva, Sara, Larroca, Federico, Mateos, Gonzalo, Musé, Pablo
Year of Publication 07.02.2025
Year of Publication 07.02.2025
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On the Adversarial Robustness of Graph Contrastive Learning Methods
Guerranti, Filippo, Yi, Zinuo, Starovoit, Anna, Kamel, Rafiq, Geisler, Simon, Günnemann, Stephan
Year of Publication 29.11.2023
Year of Publication 29.11.2023
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Dynamic Graph Contrastive Learning for Neuro Disease Identification using Resting-State fMRI
Jiang, Yulang, Li, Weikai, Chen, Xiaofeng
Published in 2024 International Conference on Cyber-Physical Social Intelligence (ICCSI) (08.11.2024)
Published in 2024 International Conference on Cyber-Physical Social Intelligence (ICCSI) (08.11.2024)
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Conference Proceeding
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Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
Ye, Weishan, Zhang, Zhiguo, Teng, Fei, Zhang, Min, Wang, Jianhong, Ni, Dong, Li, Fali, Xu, Peng, Liang, Zhen
Year of Publication 13.08.2023
Year of Publication 13.08.2023
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On the Adversarial Robustness of Graph Contrastive Learning Methods
Guerranti, Filippo, Zinuo Yi, Starovoit, Anna, Kamel, Rafiq, Geisler, Simon, Günnemann, Stephan
Published in arXiv.org (30.11.2023)
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Published in arXiv.org (30.11.2023)
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