2 papers
cs.CV2026
See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition
Jingjing Hu, Guo Dan, Haofan Cheng +4
Despite the high accuracy of EEG-based emotion recognition, existing models remain opaque "black boxes", lacking semantic grounding between abstract neural features and human-inter…
cs.LG2026
A Granularity-Aware EEG Feature Framework for Psychopathology Dimension Prediction
Haofan Cheng, Jingjing Hu, Jingrong Pei +6
Electroencephalography (EEG) offers a noninvasive approach for examining neurophysiological correlates of dimensional psychopathology, yet systematic evidence across EEG paradigms…