Jiayu Lu — accepted AI-conference papers

2026

Complete Multi-Domain Decoupled Fusion Model for EEG-Based Person Identification

Zhixun Wang, Jiayu Lu, Tianyang Liu, Ziteng Zhu, Xiaofeng Liu, Bin Wang

ICRA 2026poster

Electroencephalogram (EEG) signals have unique individual characteristics and have broad application prospects in identity authentication. At present, person identification (PI) based on EEG using the temporal-spatial-spectral feature extraction framework has achieved remarkable success. However, th…

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2026

SI-IGCL: Subject Invariance-aware Inverse Graph Contrastive Learning for Psychiatric Disorder Identification

Jiayu Lu, Yujin Wang, Xiaofeng Liu, Dandan Li, Bin Wang

ICML 2026poster

Functional brain network analysis plays an important role in understanding and diagnosing psychiatric disorders. However, current methods struggle with subject variations, impairing the model’s generalization ability to the test set. To address this issue, we propose the Subject Invariance-aware Inv…

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