Guangyi Zhang

Orcid: 0000-0001-8686-8924

Affiliations:
  • Queen's University, Kingston, ON, Canada


According to our database1, Guangyi Zhang authored at least 11 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

2023
Distilling EEG representations via capsules for affective computing.
Pattern Recognit. Lett., 2023

Partial Label Learning for Emotion Recognition from EEG.
CoRR, 2023

2022
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.
IEEE Trans. Affect. Comput., 2022

PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition.
CoRR, 2022

Holistic Semi-Supervised Approaches for EEG Representation Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition.
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces.
CoRR, 2020

2019
Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation.
CoRR, 2019

Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network.
CoRR, 2019

2018
Non-invasive detection of low-level muscle fatigue using surface EMG with wavelet decomposition.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018


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