Chengxuan Tong

Statistics

Publications

Citations

301

H-Index

Active since

2023

Affiliations

Nanyang Technological University(Current)

Wilmar International (Singapore)

Chengxuan Tong is an author at Nanyang Technological University specializing in deep learning, deep learning for eeg analysis, and cognitive neuroscience.

ORCID

Publications per year

2023–2025

Publications

LGGNet: Learning From Local-Global-Graph Representations for Brain–Computer Interface

Yi Ding, Neethu Robinson, Chengxuan Tong et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 159 citations · Full text

Computing, Neuroscience, Cognitive Neuroscience +16

EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces

Yi Ding, Yong Li, Hao Sun et al. · IEEE Journal of Biomedical and Health Informatics · 2024 · 79 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +17

EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition

Yi Ding, Chengxuan Tong, Shuailei Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2025 · 49 citations · Full text

Computing, Neuroscience, Feature Engineering +16

TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG

Chengxuan Tong, Yi Ding, Z.G. Zhang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2024 · 14 citations · Full text

Computing, Neuroscience, Affective Neuroscience +16

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