Yi Ding

Publication Activity (10 Years)

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

Top Topics

Information Transfer

Graph Representations

Learning Process

Emotion Recognition

Top Venues

Neural Networks

IEEE J. Biomed. Health Informatics

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)
Yi Ding, Su Zhang, Chuangao Tang, Cuntai Guan
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Rui Liu, Yuanyuan Chen, Anran Li, Yi Ding, Han Yu, Cuntai Guan
Aggregating intrinsic information to enhance BCI performance through federated learning. Neural Networks 172 (2024)