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cs.AI2026
RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection
Xingyi He, Ziwei Wang, Dongrui Wu
Auditory attention decoding (AAD) identifies the attended speaker from physiological signals, supporting neuro-steered hearing devices and natural human-machine interaction. Electr…
cs.AI2026
Exploring Diffusion Transformers for Cross-Modal Augmentation in Multimodal Brain State Decoding
Ziwei Wang, Xingyi He, Hongbin Wang +3
Multimodal brain state decoding has largely focused on fusing paired modalities for prediction, but has rarely explored how their correspondence can be further exploited to enrich…
cs.AI2026
StackingNet: Collective Inference Across Independent AI Foundation Models
Siyang Li, Chenhao Liu, Dongrui Wu +2
Artificial intelligence built on large foundation models has transformed language understanding, computer vision, and reasoning, yet these systems remain isolated and cannot readil…