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Hao Deng

2 papers indexed

arxivcs.CVcs.LG2026-07-01

MindAU: EEG-Conditioned Facial Action Unit Editing via Dual-Stream Manifold Alignment

Zhenhang Li, Xin Zhou, Hao Deng, Lijun Yin

Recent brain decoding studies have made substantial progress in reconstructing externally perceived visual content from neural signals. However, using electroencephalography (EEG) recordings to guide facial expression editing remains largely unexplored and poses a distinct challe…

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arxivcs.LG2026-07-01

PRISM: Prioritized Channel Importance with Semi-supervised Domain Adaptation for Cross-Subject EEG Emotion Recognition

Xin Zhou, Xiang Zhang, Hao Deng, Lijun Yin

Electroencephalogram (EEG) captures endogenous brain activity with high temporal fidelity and holds substantial promise for precise emotion decoding. However, channel redundancy and pronounced inter-subject variability remain key obstacles to scalable generalization. To address t…

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