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Author

Yiyu Gui

Observed name: Gui, Yiyu
Institution: Peking University
Observed institution: Peking University
OpenAlex ID: A5108328530
EEGMamba: Bidirectional State Space Model with Mixture of Experts for EEG Multi-task Classification
2024 · Gui, Yiyu, Chen, MingZhi, et al. · arXiv (Cornell University) · 32
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Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models
2024 · Chen, Mingzhi, Gui, Yiyu, et al. · arXiv (Cornell University) · 7
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SPOTR: Spatio-temporal Pooling One-Token Reconstruction for Universal Physiological Signal Self-supervised Learning
2026 · Yiyu Gui, Mingzhi Chen, et al. · International Joint Conference on Artificial Intelligence · 1
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SSDDB: A Semantic-Structural Dual-Drive Pretraining Framework for Brain Signals
2026 · Mingzhi Chen, Yiyu Gui, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
MedTS-TTT: Test-Time Training for Medical Time Series Classification
2026 · Mingzhi Chen, Yiyu Gui, et al. · Lecture notes in computer science
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LEGEND: A Language-Aligned EEG Foundation Model with Flow Matching Latent Denoising
2026 · Yiyu Gui, Mingzhi Chen, et al. · Lecture notes in computer science
A Language‐Guided Multimodal Foundation Model for Zero‐Shot and Multi‐Task Brain Signal Analysis
2026 · Mingzhi Chen, Yiyu Gui, et al. · Advanced Intelligent Systems
Works count: 7
Citation count: 41
H-index: 2
I10-index: 1
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