Guangyi Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Multiresolution Decomposition

Emotion Recognition

Euclidean Space

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

IEEE Trans. Affect. Comput.

Publications

Guangyi Zhang, Ali Etemad
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Guangyi Zhang, Ali Etemad
Partial Label Learning for Emotion Recognition from EEG. CoRR (2023)
Guangyi Zhang, Ali Etemad
Distilling EEG representations via capsules for affective computing. Pattern Recognit. Lett. 171 (2023)
Guangyi Zhang, Ali Etemad
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition. CoRR (2022)
Guangyi Zhang, Ali Etemad
Holistic Semi-Supervised Approaches for EEG Representation Learning. ICASSP (2022)
Guangyi Zhang, Vandad Davoodnia, Ali Etemad
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
Guangyi Zhang, Ali Etemad
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition. CoRR (2021)
Guangyi Zhang, A. Ali Etemad
Holistic Semi-Supervised Approaches for EEG Representation Learning. CoRR (2021)
Guangyi Zhang, Ali Etemad
Distilling EEG Representations via Capsules for Affective Computing. CoRR (2021)
Guangyi Zhang, Ali Etemad
Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition. ACII (2021)
Guangyi Zhang, S. Ali Etemad
RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces. CoRR (2020)
Guangyi Zhang, S. Ali Etemad
Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation. CoRR (2019)
Guangyi Zhang, Vandad Davoodnia, Alireza Sepas-Moghaddam, Yaoxue Zhang, S. Ali Etemad
Classification of Hand Movements from EEG using a Deep Attention-based LSTM Network. CoRR (2019)
Guangyi Zhang, Evelyn Morin, Yaoxue Zhang, S. Ali Etemad
Non-invasive detection of low-level muscle fatigue using surface EMG with wavelet decomposition. EMBC (2018)