2026
See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition
ICML 2026poster
Despite the high accuracy of EEG-based emotion recognition, existing models remain opaque "black boxes", lacking semantic grounding between abstract neural features and human-interpretable states. In this paper, we reframe EEG explainability as a cross-modal generation task, shifting the paradigm fr…