I am a Ph.D student in the Department of Computer Science and Engineering at Shanghai Jiao Tong University.

I graduated from Sun Yat-Sen University with a bachelor’s degree.

My research interests include EEG analysis and Brain-Computer Interfaces.

πŸ”₯ News

  • 2024.12: Β πŸŽ‰πŸŽ‰ Our SEED-DV dataset has been released.
  • 2024.10: Β πŸŽ‰πŸŽ‰ Our paper SEED-VII has been accepted by IEEE TAFFC.
  • 2024.09: Β πŸŽ‰πŸŽ‰ Our paper EEG2Video has been accepted by NeurIPS 2024.
  • 2024.08: Β πŸŽ‰πŸŽ‰ Our paper MoGE has been accepted by IEEE BIBM 2024.

πŸ“ Publications

NeurIPS 2024
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EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals

Xuan-Hao Liu, Yan-Kai Liu, Yansen Wang, Kan Ren, Hanwen Shi, Zilong Wang, Dongsheng Li, Bao-Liang Lu, Wei-Long Zheng

Project

  • We develop a large dataset recording signals from 20 subjects while they were watching 1400 dynamic video clips of 40 concepts.
  • We annotate each video clips to investigate the potential for decoding some specific meta information (e.g., color, dynamic, human or not) from EEG.
  • We propose a novel framework EEG2Video for video reconstruction from EEG signals.
IEEE TAFFC
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SEED-VII: A Multimodal Dataset of Six Basic Emotions with Continuous Labels for Emotion Recognition

Wei-Bang Jiang, Xuan-Hao Liu, Wei-Long Zheng, Bao-Liang Lu

Project

  • To systematically explore human emotions, we develop a multimodal dataset consisting of six basic (happiness, sadness, fear, disgust, surprise, and anger) emotions and the neutral emotion, named SEED-VII.

πŸŽ– Honors and Awards

  • 2022.10 Shanghai Jiao Tong University Graduate First Prize Scholarship.
  • 2023.10 Shanghai Jiao Tong University Graduate First Prize Scholarship.

πŸ“– Educations

  • 2024.06 - present, Ph.D student, Computer Science and Technology, Shanghai Jiao Tong University.
  • 2022.09 - 2024.06, M.S student, Computer Science and Technology, Shanghai Jiao Tong University.
  • 2018.09 - 2022.06, Theoretical and Applied Mechanics, Sun Yat-Sen University.
  • 2015.09 - 2018.06, The High School Attached to Hunan Normal University.

πŸ’» Internships

  • 2023.11 - 2024.05, Microsoft Research Asia, Shanghai, China.