If you are a parent, teacher, or policymaker, the annual release of exam results brings a familiar sense of anxiety. For years, headlines have swung between “mass failure in mathematics” and “slight ...
Abstract: Online social networks (OSNs) are threatened by Sybil attacks, which create fake accounts (also called Sybils) on OSNs and use them for various malicious activities. Therefore, Sybil ...
Beyond Homophily and Homogeneity Assumption: Relation-Based Frequency Adaptive Graph Neural Networks
Abstract: Graph neural networks (GNNs) have been playing important roles in various graph-related tasks. However, most existing GNNs are based on the assumption of homophily, so they cannot be ...
Example structure of the dataset directory tree. If you find our work useful in your research or if you use parts of this code please consider citing our paper. @inproceedings{huang2025unified, title= ...
FreqDGT is a novel deep learning framework for cross-subject EEG emotion recognition that addresses the fundamental challenges of individual variability and dynamic brain connectivity. Our model ...
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