Region-aware Spatiotemporal Modeling with Collaborative Domain Generalization for Cross-Subject EEG Emotion Recognition
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Weiwei, Li, Yueyang, Shi, Yuhu, Zeng, Weiming, Qin, Lang, Yang, Yang, Zhou, Ke, Zhang, Zhiguo, Siok, Wai Ting, Wang, Nizhuan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition
by: Li, Yueyang, et al.
Published: (2025)
by: Li, Yueyang, et al.
Published: (2025)
Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation
by: Kang, Zijian, et al.
Published: (2025)
by: Kang, Zijian, et al.
Published: (2025)
LEL: Lipschitz Continuity Constrained Ensemble Learning for Efficient EEG-Based Intra-subject Emotion Recognition
by: Gong, Shengyu, et al.
Published: (2025)
by: Gong, Shengyu, et al.
Published: (2025)
STAMBRIDGE: Spectral-Temporal Amplitude-aware Mid-Feature Bridge for EEG Visual Decoding
by: Meng, Jiahe, et al.
Published: (2026)
by: Meng, Jiahe, et al.
Published: (2026)
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation
by: Chen, Hongyu, et al.
Published: (2024)
by: Chen, Hongyu, et al.
Published: (2024)
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding
by: Li, Yueyang, et al.
Published: (2024)
by: Li, Yueyang, et al.
Published: (2024)
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation
by: Chen, Hongyu, et al.
Published: (2024)
by: Chen, Hongyu, et al.
Published: (2024)
STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis
by: Dong, Wenhao, et al.
Published: (2024)
by: Dong, Wenhao, et al.
Published: (2024)
Toward Robust, Reproducible, and Widely Accessible Intracranial Language Brain-Computer Interfaces: A Comprehensive Review of Neural Mechanisms, Hardware, Algorithms, Evaluation, Clinical Pathways and Future Directions
by: He, Dongyi, et al.
Published: (2026)
by: He, Dongyi, et al.
Published: (2026)
Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis
by: Li, Yueyang, et al.
Published: (2025)
by: Li, Yueyang, et al.
Published: (2025)
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction
by: Cai, Luhui, et al.
Published: (2024)
by: Cai, Luhui, et al.
Published: (2024)
Neural Modulation Alteration to Positive and Negative Emotions in Depressed Patients: Insights from fMRI Using Positive/Negative Emotion Atlas
by: Feng, Yu, et al.
Published: (2024)
by: Feng, Yu, et al.
Published: (2024)
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications
by: Wang, Lei, et al.
Published: (2024)
by: Wang, Lei, et al.
Published: (2024)
Linguistics and Human Brain: A Perspective of Computational Neuroscience
by: Zhang, Fudong, et al.
Published: (2026)
by: Zhang, Fudong, et al.
Published: (2026)
A Tale of Single-channel Electroencephalogram: Devices, Datasets, Signal Processing, Applications, and Future Directions
by: Li, Yueyang, et al.
Published: (2024)
by: Li, Yueyang, et al.
Published: (2024)
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition
by: Zhou, Rushuang, et al.
Published: (2023)
by: Zhou, Rushuang, et al.
Published: (2023)
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data
by: Zhang, Wei, et al.
Published: (2024)
by: Zhang, Wei, et al.
Published: (2024)
SDC-Net: A Domain Adaptation Framework with Semantic-Dynamic Consistency for Cross-Subject EEG Emotion Recognition
by: Tang, Jiahao, et al.
Published: (2025)
by: Tang, Jiahao, et al.
Published: (2025)
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
by: Ye, Weishan, et al.
Published: (2023)
by: Ye, Weishan, et al.
Published: (2023)
HEDN: A Hard-Easy Dual Network with Source Reliability Assessment for Cross-Subject EEG Emotion Recognition
by: Wang, Qiang, et al.
Published: (2025)
by: Wang, Qiang, et al.
Published: (2025)
Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning
by: Xie, Ying, et al.
Published: (2026)
by: Xie, Ying, et al.
Published: (2026)
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
by: Hu, Fo, et al.
Published: (2025)
by: Hu, Fo, et al.
Published: (2025)
Prototype-Based Disentanglement for Controllable Dysarthric Speech Synthesis
by: Wang, Haoshen, et al.
Published: (2026)
by: Wang, Haoshen, et al.
Published: (2026)
Boundary-aware Prototype-driven Adversarial Alignment for Cross-Corpus EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2026)
by: Li, Guangli, et al.
Published: (2026)
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network
by: Zhou, Yijin, et al.
Published: (2024)
by: Zhou, Yijin, et al.
Published: (2024)
MMOC: Self-Supervised EEG Emotion Recognition Framework with Multi-Model Online Collaboration
by: Wang, Hanqi, et al.
Published: (2025)
by: Wang, Hanqi, et al.
Published: (2025)
EEG-based Graph-guided Domain Adaptation for Robust Cross-Session Emotion Recognition
by: Mirzaei, Maryam, et al.
Published: (2025)
by: Mirzaei, Maryam, et al.
Published: (2025)
Local-Global Feature Fusion for Subject-Independent EEG Emotion Recognition
by: Zhou, Zheng, et al.
Published: (2026)
by: Zhou, Zheng, et al.
Published: (2026)
Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition
by: Sartipi, Shadi, et al.
Published: (2024)
by: Sartipi, Shadi, et al.
Published: (2024)
MSGM: A Multi-Scale Spatiotemporal Graph Mamba for EEG Emotion Recognition
by: Liu, Hanwen, et al.
Published: (2025)
by: Liu, Hanwen, et al.
Published: (2025)
RSNet: A Light Framework for The Detection of SAR Ship Detection
by: Chen, Hongyu, et al.
Published: (2024)
by: Chen, Hongyu, et al.
Published: (2024)
A novel brain registration model combining structural and functional MRI information
by: Li, Baolong, et al.
Published: (2024)
by: Li, Baolong, et al.
Published: (2024)
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
by: Wang, Hanqi, et al.
Published: (2024)
by: Wang, Hanqi, et al.
Published: (2024)
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
PA-TCNet: Pathology-Aware Temporal Calibration with Physiology-Guided Target Refinement for Cross-Subject Motor Imagery EEG Decoding in Stroke Patients
by: Wang, Xiangkai, et al.
Published: (2026)
by: Wang, Xiangkai, et al.
Published: (2026)
Cross-domain EEG-based Emotion Recognition with Contrastive Learning
by: Yan, Rui, et al.
Published: (2025)
by: Yan, Rui, et al.
Published: (2025)
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI
by: Li, Yueyang, et al.
Published: (2024)
by: Li, Yueyang, et al.
Published: (2024)
Group Resonance Network: Learnable Prototypes and Multi-Subject Resonance for EEG Emotion Recognition
by: Meng, Renwei
Published: (2026)
by: Meng, Renwei
Published: (2026)
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
by: Luo, Ting, et al.
Published: (2024)
by: Luo, Ting, et al.
Published: (2024)
EEG-SCMM: Soft Contrastive Masked Modeling for Cross-Corpus EEG-Based Emotion Recognition
by: Liu, Qile, et al.
Published: (2024)
by: Liu, Qile, et al.
Published: (2024)
Similar Items
-
FreqDGT: Frequency-Adaptive Dynamic Graph Networks with Transformer for Cross-subject EEG Emotion Recognition
by: Li, Yueyang, et al.
Published: (2025) -
Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation
by: Kang, Zijian, et al.
Published: (2025) -
LEL: Lipschitz Continuity Constrained Ensemble Learning for Efficient EEG-Based Intra-subject Emotion Recognition
by: Gong, Shengyu, et al.
Published: (2025) -
STAMBRIDGE: Spectral-Temporal Amplitude-aware Mid-Feature Bridge for EEG Visual Decoding
by: Meng, Jiahe, et al.
Published: (2026) -
EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation
by: Chen, Hongyu, et al.
Published: (2024)