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.

🔥 News

2025.04: 🎉🎉 Our paper mixEEG has been accepted by CogSci 2025 for Oral presentation.
2024.10: 🎉🎉 Our paper SEED-VII has been accepted by IEEE TAFFC.
2024.09: 🎉🎉 Our paper EEG2Video has been accepted by NeurIPS 2024.
2024.08: 🎉🎉 Our paper MoGE has been accepted by IEEE BIBM 2024.

📝 Publications

NeurIPS 2024

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.

CogSci 2025 Oral

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

For the first time, we investigate the cross-subject EEG classification in the FL setting, including the DG FL and DA FL settings.
We propose a simple yet effective framework termed mixEEG. Specifically, we tailor the vanilla mixup considering the unique properties of the EEG modality.

IEEE TAFFC

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

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.