Guangyi Zhang

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space.

Guangyi Zhang, Ali Etemad

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

2023

Distilling EEG representations via capsules for affective computing.

Guangyi Zhang, Ali Etemad

Pattern Recognit. Lett., 2023

Partial Label Learning for Emotion Recognition from EEG.

Guangyi Zhang, Ali Etemad

CoRR, 2023

2022

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

Guangyi Zhang, Vandad Davoodnia, Ali Etemad

IEEE Trans. Affect. Comput., 2022

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

Guangyi Zhang, Ali Etemad

CoRR, 2022

Holistic Semi-Supervised Approaches for EEG Representation Learning.

Guangyi Zhang, Ali Etemad

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition.

Guangyi Zhang, Ali Etemad

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

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

Guangyi Zhang, S. Ali Etemad

CoRR, 2020

2019

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

Guangyi Zhang, S. Ali Etemad

CoRR, 2019

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

Guangyi Zhang, Vandad Davoodnia, Alireza Sepas-Moghaddam, Yaoxue Zhang, S. Ali Etemad

CoRR, 2019

2018

Non-invasive detection of low-level muscle fatigue using surface EMG with wavelet decomposition.

Guangyi Zhang, Evelyn Morin, Yaoxue Zhang, S. Ali Etemad

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018