Publications

Publications in reverse chronological order. A full list is on Google Scholar.

A full, continuously updated list is available on Google Scholar.

2026

  1. HBM
    Efficient Deep Learning Models for Predicting Individualized Task Activation from Resting-State Functional Connectivity
    S. J. Madsen*, Young-Eun Lee*, S. Quah, and 8 more authors
    Human Brain Mapping, 2026
  2. CAI
    Robust Continuous Hand Gesture Spotting: An Empirical Study with Deep Sequential Encoding and Probabilistic Time-Series Modeling
    H. Lee, Young-Eun Lee, and J. Park
    In IEEE International Conference on Artificial Intelligence (CAI), 2026
  3. Brain Connect.
    Fingerprints Beyond Averages: The Temporal Architecture of Individual Brain Connectivity
    Young-Eun Lee
    Brain Connectivity, 2026

2025

  1. arXiv
    NeuroBoT: Short-Term Brain-Machine Learning of Real-Time EEG Decoding for BMI-of-Things
    J.-H. Jeong, J.-H. Cho, K.-H. Shim, and 2 more authors
    arXiv, 2025

2024

  1. EMBC
    Towards Speech Synthesis of Unconstrained Sentences from Speech-Related Biosignals
    D.-S. Kim, S.-H. Lee, Young-Eun Lee, and 1 more author
    In Proceedings of the IEEE Engineering in Medicine and Biology Conference, 2024
  2. IWBCI
    Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals
    Young-Eun Lee, S.-H. Lee, S. Kim, and 3 more authors
    In Proceedings of the 12th IEEE International Winter Conference on Brain-Computer Interface, 2024
  3. IWBCI
    Brain-Driven Representation Learning Based on Diffusion Model
    S. Kim, S.-H. Lee, Young-Eun Lee, and 4 more authors
    In Proceedings of the 12th IEEE International Winter Conference on Brain-Computer Interface, 2024
  4. IWBCI
    Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks
    S.-H. Lee, Young-Eun Lee, S. Kim, and 3 more authors
    In Proceedings of the 12th IEEE International Winter Conference on Brain-Computer Interface, 2024

2023

  1. AAAI
    Towards Voice Reconstruction from EEG during Imagined Speech
    Young-Eun Lee, S.-H. Lee, S.-H. Kim, and 1 more author
    In AAAI Conference on Artificial Intelligence, 2023
  2. TMRB
    Learning to Estimate Palpation Forces in Robotic Surgery from Visual-Inertial Data
    Young-Eun Lee, H. M. Husin, M.-P. Forte, and 2 more authors
    IEEE Transactions on Medical Robotics and Bionics, 2023
  3. Interspeech
    Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG
    S. Kim, Young-Eun Lee, S.-H. Lee, and 1 more author
    In Proceedings of Interspeech, 2023
  4. SMC
    Sentence Reconstruction Leveraging Contextual Meaning from Speech-Related Brain Signals
    J. Lee, S.-H. Lee, Young-Eun Lee, and 2 more authors
    In 2023 IEEE International Conference on Systems, Man, and Cybernetics, 2023
  5. IWBCI
    Speech Synthesis from Brain Signals Based on Generative Model
    Young-Eun Lee, S.-H. Lee, S. Kim, and 3 more authors
    In Proceedings of the 11th IEEE International Winter Conference on Brain-Computer Interface, 2023
  6. IWBCI
    Subject-Independent Classification of Brain Signals using Skip Connections
    S. Kim, J.-W. Lee, Young-Eun Lee, and 1 more author
    In Proceedings of the 11th IEEE International Winter Conference on Brain-Computer Interface, 2023
  7. IWBCI
    Towards Neural Decoding of Imagined Speech based on Spoken Speech
    S.-H. Lee, Young-Eun Lee, S. Kim, and 1 more author
    In Proceedings of the 11th IEEE International Winter Conference on Brain-Computer Interface, 2023
  8. Speech EEG classification based on residual learning for user-independent brain-computer interfaces
    S. Kim, Young-Eun Lee, S.-H. Lee, and 1 more author
    In Winter Symposium of the Korean Society of Brain Engineering, 2023

2022

  1. IWBCI
    EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech
    Young-Eun Lee and S.-H. Lee
    In Proceedings of the 10th IEEE International Winter Conference on Brain-Computer Interface, 2022
  2. Front. Hum. Neurosci.
    2020 International Brain-Computer Interface Competition: A Review
    J.-H. Jeong, J.-H. Cho, Young-Eun Lee, and 6 more authors
    Frontiers in Human Neuroscience, 2022
  3. IWBCI
    Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions
    S.-H. Lee, Young-Eun Lee, and S.-W. Lee
    In Proceedings of the 10th IEEE International Winter Conference on Brain-Computer Interface, 2022

2021

  1. Sci. Data
    Mobile BCI Dataset of Scalp- and Ear-EEGs with ERP and SSVEP Paradigms While Standing, Walking, and Running
    Young-Eun Lee, G.-H. Shin, M. Lee, and 1 more author
    Scientific Data, 2021
  2. arXiv
    Voice of your brain: Cognitive representations of imagined speech, overt speech, and speech perception based on EEG
    S.-H. Lee, Young-Eun Lee, and S.-W. Lee
    arXiv, 2021
  3. IWBCI
    Decoding event-related potential from ear-EEG signals based on ensemble convolutional neural networks in ambulatory environment
    Young-Eun Lee and S.-W. Lee
    In Proceedings of the 9th IEEE International Winter Conference on Brain-Computer Interface, 2021

2020

  1. TNSRE
    A Real-time movement artifact removal method for ambulatory brain-computer interfaces
    Young-Eun Lee, N.-S. Kwak, and S.-W. Lee
    IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020
  2. arXiv
    Reconstructing ERP signals using generative adversarial networks for mobile brain-machine interface
    Young-Eun Lee, M. Lee, and S.-W. Lee
    arXiv, 2020
  3. IWBCI
    Decoding visual responses based on deep neural networks with ear-EEG signals
    Young-Eun Lee and M. Lee
    In Proceedings of the 8th IEEE International Winter Conference on Brain-Computer Interface, 2020
  4. SAGES
    Vision-based Force Estimation for a da Vinci Instrument Using Deep Neural Networks
    Young-Eun Lee, H. M. Husin, M. P. Forte, and 2 more authors
    In Society of American Gastrointestinal and Endoscopic Surgeons Annual Meeting, 2020

2019

  1. GigaScience
    EEG Dataset and OpenBMI Toolbox for Three BCI Paradigms: An Investigation into BCI Illiteracy
    M.-H. Lee, O.-Y. Kwon, Y.-J. Kim, and 5 more authors
    GigaScience, 2019

2018

  1. NeuroReport
    Mental Fatigue in Central and Peripheral Field SSVEP and Its Effects on ERP Responses
    M.-H. Lee, J. Williamson, Young-Eun Lee, and 1 more author
    NeuroReport, 2018