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cs.LG2026
M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection
An Phan, Yufei Jin, Xingquan Zhu
Electroencephalogram (EEG) is a non-invasive and relatively low-cost procedure that measures brain electricity for the detection of cognitive diseases. EEG-based classification of…
cs.LG2026
COMBA: Cross Batch Aggregation for Learning Large Graphs with Context Gating State Space Models
Jiajun Shen, Yufei Jin, Yi He +1
State space models (SSMs) have recently emerged for modeling long-range dependency in sequence data, with much simplified computational costs than modern alternatives, such as tran…