Publications

Yuanyuan Yao, Simon Geirnaert, Tinne Tuytelaars, Alexander Bertrand (2026). Sample-level EEG-based Selective Auditory Attention Decoding with Markov Switching Models. ArXiv.

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Yuanyuan Yao, Simon Geirnaert, Tinne Tuytelaars, Alexander Bertrand (2025). Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding. ArXiv.

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Yuanyuan Yao, Wout De Swaef, Simon Geirnaert, Alexander Bertrand (2025). EEG-based Decoding of Selective Visual Attention in Superimposed Videos. In JBHI.

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Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand (2024). Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. In JBHI.

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Yuanyuan Yao, Axel Stebner, Tinne Tuytelaars, Simon Geirnaert, Alexander Bertrand (2024). Identifying Temporal Correlations Between Natural Single-shot Videos and EEG Signals. In JNE.

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Wei Yan Peh, Prasanth Thangavel, Yuanyuan Yao, John Thomas, Yee-Leng Tan, Justin Dauwels (2022). Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG. In IJNS.

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels (2022). Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG. In EMBC.