3 papers
cs.SD2026
MindMelody: A Closed-Loop EEG-Driven System for Personalized Music Intervention
Yimeng Zhang, Yueru Sun, Haoyu Gu +1
Driven by the escalating global burden of mental health conditions, music-based interventions have attracted significant attention as a non-invasive, cost-effective modality for em…
cs.CV2026
EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness
Yueru Sun, Yimeng Zhang, Haoyu Gu +5
Multimodal Emotion Recognition (MER) is critical for interpreting real-world interactions. While Multimodal Large Language Models (MLLM) have shown promise in MER, their internal d…
eess.SP2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
Yun Xiao, Yimeng Zhang, Xiaopeng Peng +4
Electroencephalography (EEG) provides reliable indications of human cognition and mental states. Accurate emotion recognition from EEG remains challenging due to signal variations…