Zhen Liang

机构：Shenzhen University, Kyoto University · ORCID：0000-0002-1749-2975

发表论文 115 篇 · 总被引 1511 次 · h-index 20

代表论文

• EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition (2024 · IEEE Transactions on Neural Networks and Learning Systems · 被引 33)
• Integrating biological and machine intelligence: Attention mechanisms in brain–computer interfaces (2025 · Information Fusion · 被引 15)
• Emotion Recognition by Learning the Manifold of Fused Multiscale Information of EEG Signals (2025 · IEEE Transactions on Affective Computing · 被引 11)
• Oxytocin Reduces Subjective Fear in Naturalistic Social Contexts via Enhancing Top‐Down Middle Cingulate Amygdala Regulation and Brain‐Wide Fear Representations (2025 · Advanced Science · 被引 8)
• M3D: Manifold-Based Domain Adaptation With Dynamic Distribution for Non-Deep Transfer Learning in Cross-Subject and Cross-Session EEG-Based Emotion Recognition (2025 · IEEE Journal of Biomedical and Health Informatics · 被引 8)
• NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework (2025 · IEEE Journal of Biomedical and Health Informatics · 被引 7)