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 bachelorβs degree.
My research interests include EEG analysis and Brain-Computer Interfaces.
π₯ News
- 2024.12: Β ππ Our SEED-DV dataset has been released.
- 2024.10: Β ππ Our paper SEED-VII has been accepted by IEEE TAFFC.
- 2024.09: Β ππ Our paper EEG2Video has been accepted by NeurIPS 2024.
- 2024.08: Β ππ Our paper MoGE has been accepted by IEEE BIBM 2024.
π Publications
NeurIPS 2024

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
- 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

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
- 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.
- 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, NeurIPS 2024
- 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, IEEE TAFFC 2024
- Multimodal adaptive emotion transformer with flexible modality inputs on a novel dataset with continuous labels, Wei-Bang Jiang, Xuan-Hao Liu, Wei-Long Zheng, Bao-Liang Lu, ACM MM 2023
π Honors and Awards
- 2022.10 Shanghai Jiao Tong University Graduate First Prize Scholarship.
- 2023.10 Shanghai Jiao Tong University Graduate First Prize Scholarship.
π 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.
π» Internships
- 2023.11 - 2024.05, Microsoft Research Asia, Shanghai, China.