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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},
  url          = {https://doi.org/10.1109/TAFFC.2025.3562027},
  doi          = {10.1109/TAFFC.2025.3562027},
  timestamp    = {Wed, 15 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/taffco/ZhangE25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://doi.org/10.1109/TETCI.2023.3332549},
  doi          = {10.1109/TETCI.2023.3332549},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tetci/ZhangE24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://doi.org/10.1016/j.patrec.2023.05.011},
  doi          = {10.1016/J.PATREC.2023.05.011},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/ZhangE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://doi.org/10.48550/arXiv.2302.13170},
  doi          = {10.48550/ARXIV.2302.13170},
  eprinttype    = {arXiv},
  eprint       = {2302.13170},
  timestamp    = {Tue, 28 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-13170.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://doi.org/10.1109/TAFFC.2022.3210441},
  doi          = {10.1109/TAFFC.2022.3210441},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/taffco/ZhangDE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icassp/ZhangE22,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Holistic Semi-Supervised Approaches for {EEG} Representation Learning},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
  pages        = {1241--1245},
  year         = {2022},
  crossref     = {DBLP:conf/icassp/2022},
  url          = {https://doi.org/10.1109/ICASSP43922.2022.9746528},
  doi          = {10.1109/ICASSP43922.2022.9746528},
  timestamp    = {Tue, 07 Jun 2022 17:34:47 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/ZhangE22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://arxiv.org/abs/2202.05400},
  eprinttype    = {arXiv},
  eprint       = {2202.05400},
  timestamp    = {Fri, 18 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-05400.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/acii/ZhangE21,
  author       = {Guangyi Zhang and
                  Ali Etemad},
  title        = {Deep Recurrent Semi-Supervised {EEG} Representation Learning for Emotion
                  Recognition},
  booktitle    = {9th International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2021, Nara, Japan, September 28 - Oct. 1, 2021},
  pages        = {1--8},
  year         = {2021},
  crossref     = {DBLP:conf/acii/2021},
  url          = {https://doi.org/10.1109/ACII52823.2021.9597449},
  doi          = {10.1109/ACII52823.2021.9597449},
  timestamp    = {Fri, 19 Nov 2021 16:08:46 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/ZhangE21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://arxiv.org/abs/2105.00104},
  eprinttype    = {arXiv},
  eprint       = {2105.00104},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-00104.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://arxiv.org/abs/2107.13505},
  eprinttype    = {arXiv},
  eprint       = {2107.13505},
  timestamp    = {Fri, 30 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-13505.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://arxiv.org/abs/2109.11732},
  eprinttype    = {arXiv},
  eprint       = {2109.11732},
  timestamp    = {Fri, 29 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-11732.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {https://arxiv.org/abs/2008.08633},
  eprinttype    = {arXiv},
  eprint       = {2008.08633},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-08633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {http://arxiv.org/abs/1908.02252},
  eprinttype    = {arXiv},
  eprint       = {1908.02252},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-02252.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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},
  url          = {http://arxiv.org/abs/1912.07812},
  eprinttype    = {arXiv},
  eprint       = {1912.07812},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-07812.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@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    = {40th Annual International Conference of the {IEEE} Engineering in
                  Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
                  18-21, 2018},
  pages        = {5648--5651},
  year         = {2018},
  crossref     = {DBLP:conf/embc/2018},
  url          = {https://doi.org/10.1109/EMBC.2018.8513588},
  doi          = {10.1109/EMBC.2018.8513588},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/ZhangMZE18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/icassp/2022,
  title        = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICASSP43922.2022},
  doi          = {10.1109/ICASSP43922.2022},
  isbn         = {978-1-6654-0541-6},
  timestamp    = {Wed, 19 Nov 2025 00:57:08 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/acii/2021,
  title        = {9th International Conference on Affective Computing and Intelligent
                  Interaction, {ACII} 2021, Nara, Japan, September 28 - Oct. 1, 2021},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACII52823.2021},
  doi          = {10.1109/ACII52823.2021},
  isbn         = {978-1-6654-0019-0},
  timestamp    = {Wed, 19 Nov 2025 00:57:08 +0100},
  biburl       = {https://dblp.org/rec/conf/acii/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/embc/2018,
  title        = {40th Annual International Conference of the {IEEE} Engineering in
                  Medicine and Biology Society, {EMBC} 2018, Honolulu, HI, USA, July
                  18-21, 2018},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8471725/proceeding},
  isbn         = {978-1-5386-3646-6},
  timestamp    = {Wed, 19 Nov 2025 00:57:08 +0100},
  biburl       = {https://dblp.org/rec/conf/embc/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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