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cs.LG2025
Spatial-Temporal Transformer with Curriculum Learning for EEG-Based Emotion Recognition
Xuetao Lin, Tianhao Peng, Peihong Dai +2
EEG-based emotion recognition plays an important role in developing adaptive brain-computer communication systems, yet faces two fundamental challenges in practical implementations…
cs.LG2023
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy
Tianhao Peng, Wenjun Wu, Haitao Yuan +6
Graph neural networks (GNNs) have shown advantages in graph-based analysis tasks. However, most existing methods have the homogeneity assumption and show poor performance on hetero…