BibTeX records: Guangyi Zhang 0003

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@article{DBLP:journals/taffco/ZhangE25,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Partial Label Learning for Emotion Recognition From {EEG}},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {16},
  number       = {3},
  pages        = {2381--2395},
  year         = {2025}
}

@article{DBLP:journals/tetci/ZhangE24,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Spatio-Temporal {EEG} Representation Learning on Riemannian Manifold
                  and Euclidean Space},
  journal      = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
  volume       = {8},
  number       = {2},
  pages        = {1469--1483},
  year         = {2024}
}

@article{DBLP:journals/prl/ZhangE23,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Distilling {EEG} representations via capsules for affective computing},
  journal      = {Pattern Recognit. Lett.},
  volume       = {171},
  pages        = {99--105},
  year         = {2023}
}

@article{DBLP:journals/corr/abs-2302-13170,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Partial Label Learning for Emotion Recognition from {EEG}},
  journal      = {CoRR},
  volume       = {abs/2302.13170},
  year         = {2023}
}

@article{DBLP:journals/taffco/ZhangDE22,
  author       = {Guangyi Zhang and
                  Vandad Davoodnia and
                  Ali Etemad},
  title        = {{PARSE:} Pairwise Alignment of Representations in Semi-Supervised
                  {EEG} Learning for Emotion Recognition},
  journal      = {{IEEE} Trans. Affect. Comput.},
  volume       = {13},
  number       = {4},
  pages        = {2185--2200},
  year         = {2022}
}

@inproceedings{DBLP:conf/icassp/ZhangE22,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Holistic Semi-Supervised Approaches for {EEG} Representation Learning},
  booktitle    = {{ICASSP}},
  pages        = {1241--1245},
  publisher    = {{IEEE}},
  year         = {2022}
}

@article{DBLP:journals/corr/abs-2202-05400,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {{PARSE:} Pairwise Alignment of Representations in Semi-Supervised
                  {EEG} Learning for Emotion Recognition},
  journal      = {CoRR},
  volume       = {abs/2202.05400},
  year         = {2022}
}

@inproceedings{DBLP:conf/acii/ZhangE21,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Deep Recurrent Semi-Supervised {EEG} Representation Learning for Emotion
                  Recognition},
  booktitle    = {{ACII}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2105-00104,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Distilling {EEG} Representations via Capsules for Affective Computing},
  journal      = {CoRR},
  volume       = {abs/2105.00104},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2107-13505,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Deep Recurrent Semi-Supervised {EEG} Representation Learning for Emotion
                  Recognition},
  journal      = {CoRR},
  volume       = {abs/2107.13505},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2109-11732,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Holistic Semi-Supervised Approaches for {EEG} Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2109.11732},
  year         = {2021}
}

@article{DBLP:journals/corr/abs-2008-08633,
  author       = {Guangyi Zhang and
                  S. Ali Etemad},
  title        = {RFNet: Riemannian Fusion Network for EEG-based Brain-Computer Interfaces},
  journal      = {CoRR},
  volume       = {abs/2008.08633},
  year         = {2020}
}

@article{DBLP:journals/corr/abs-1908-02252,
  author       = {Guangyi Zhang and
                  Vandad Davoodnia and
                  Alireza Sepas{-}Moghaddam and
                  Yaoxue Zhang and
                  S. Ali Etemad},
  title        = {Classification of Hand Movements from {EEG} using a Deep Attention-based
                  {LSTM} Network},
  journal      = {CoRR},
  volume       = {abs/1908.02252},
  year         = {2019}
}

@article{DBLP:journals/corr/abs-1912-07812,
  author       = {Guangyi Zhang and
                  S. Ali Etemad},
  title        = {Capsule Attention for Multimodal {EEG} and {EOG} Spatiotemporal Representation
                  Learning with Application to Driver Vigilance Estimation},
  journal      = {CoRR},
  volume       = {abs/1912.07812},
  year         = {2019}
}

@inproceedings{DBLP:conf/embc/ZhangMZE18,
  author       = {Guangyi Zhang and
                  Evelyn Morin and
                  Yaoxue Zhang and
                  S. Ali Etemad},
  title        = {Non-invasive detection of low-level muscle fatigue using surface {EMG}
                  with wavelet decomposition},
  booktitle    = {{EMBC}},
  pages        = {5648--5651},
  publisher    = {{IEEE}},
  year         = {2018}
}