Publications by authors named "Chengxuan Tong"

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Decoding olfactory response from neurophysiological signal with a multi modal deep learning framework.
Chengxuan Tong, Yi Ding, Aung Aung Phyo Wai, Hui Xin Joanna Chua, Xiaorong Wu

Neural Netw· November 2025

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EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition.
Yi Ding, Chengxuan Tong, Shuailei Zhang, Muyun Jiang, Yong Li

IEEE Trans Neural Netw Learn Syst· June 2025

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EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces.
Yi Ding, Yong Li, Hao Sun, Rui Liu, Chengxuan Tong

IEEE J Biomed Health Inform· March 2025

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Leveraging temporal dependency for cross-subject-MI BCIs by contrastive learning and self-attention.
Hao Sun, Yi Ding, Jianzhu Bao, Ke Qin, Chengxuan Tong

Neural Netw· October 2024

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LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface.
Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan

IEEE Trans Neural Netw Learn Syst· July 2024

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TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG.
Chengxuan Tong, Yi Ding, Zhuo Zhang, Haihong Zhang, Kevin JunLiang Lim

IEEE Trans Neural Syst Rehabil Eng· May 2024

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MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG.
Chengxuan Tong, Yi Ding, Kevin Junliang Lim, Cuntai Guan

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Critical Assessment of Metagenome Interpretation: the second round of challenges.
Fernando Meyer, Adrian Fritz, Zhi-Luo Deng, David Koslicki, Till Robin Lesker, Chengxuan Tong

Nat Methods· April 2022

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Cartography of opportunistic pathogens and antibiotic resistance genes in a tertiary hospital environment.
Kern Rei Chng, Chenhao Li, Denis Bertrand, Amanda Hui Qi Ng, Junmei Samantha Kwah, Chengxuan Tong

Nat Med· June 2020

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Hybrid metagenomic assembly enables high-resolution analysis of resistance determinants and mobile elements in human microbiomes.
Denis Bertrand, Jim Shaw, Manesh Kalathiyappan, Amanda Hui Qi Ng, M Senthil Kumar, Chengxuan Tong

Nat Biotechnol· August 2019

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