most citedCLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning

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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…