Chengxuan Tong

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Graph Representations

Background Knowledge

Emotion Recognition

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li, Kevin Lim Jun Liang, Cuntai Guan
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition. CoRR (2024)
Hao Sun, Yi Ding, Jianzhu Bao, Ke Qin, Chengxuan Tong, Jing Jin, Cuntai Guan
Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention. Neural Networks 178 (2024)
Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong, Cuntai Guan
EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces. CoRR (2024)
Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan
LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Cuntai Guan
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG. EMBC (2023)
Chengxuan Tong, Yi Ding, Kevin Lim Jun Liang, Zhuo Zhang, Haihong Zhang, Cuntai Guan
TESANet: Self-attention network for olfactory EEG classification. IJCNN (2022)