Author

Xi-Ran Xu

2 papers indexed here

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#artificial intelligence Feb 2026

SHINE: Sequential Hierarchical Integration Network for EEG and MEG

A residual sensor adapter unifies input dimensions, intermediate dilated-block states retain temporal depth, and a target- and time-dependent gate fuses local hierarchical and attention-enhanced context predictions in a Sequential Hierarchical Integration Network for EEG and MEG.

Xi-Ran Xu, Yu-Jie Yan, Song-Yi Li et al. · arXiv.org · 1 citation

#human-computer interacti... Preprint Sep 2026

AESSI: An Around-Ear Silent Speech Interface for Cross-Day Online Reuse without Test-Day Calibration

End-to-end system operation and support online reuse without test-day calibration are demonstrated and AESSI, an around-ear SSI using masked-context representation pretraining (MCRP), an around-ear SSI using masked-context representation pretraining is presented.

Xi-Ran Xu, Mo-Chu Dong, Yu-Jie Yan et al. · 0 citations