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2020 – today
- 2024
[c5]Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang:
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. ACL (1) 2024: 7278-7292- [c4]Ruihan Qin, Zhenxi Song, Huixia Ren, Zian Pei, Lin Zhu, Xue Shi, Yi Guo, Honghai Liu, Min Zhang, Zhiguo Zhang:
BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG. ICASSP 2024: 2016-2020 - [c3]Xiongri Shen, Zhenxi Song, Zhiguo Zhang:
GCAN: Generative Counterfactual Attention-Guided Network for Explainable Cognitive Decline Diagnostics Based on fMRI Functional Connectivity. MICCAI (10) 2024: 416-426 - [c2]Zhenxi Song
, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang:
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations. ACM Multimedia 2024: 340-349 - [i5]Xiongri Shen, Zhenxi Song, Linling Li, Min Zhang, Lingyan Liang, Honghai Liu, Demao Deng, Zhiguo Zhang:
HA-HI: Synergising fMRI and DTI through Hierarchical Alignments and Hierarchical Interactions for Mild Cognitive Impairment Diagnosis. CoRR abs/2401.06780 (2024) - [i4]Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang:
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. CoRR abs/2402.17433 (2024) - [i3]Xiongri Shen, Zhenxi Song, Zhiguo Zhang:
AFBT GAN: enhanced explainability and diagnostic performance for cognitive decline by counterfactual generative adversarial network. CoRR abs/2403.01758 (2024) - [i2]Zhenxi Song, Ruihan Qin, Huixia Ren, Zhen Liang, Yi Guo, Min Zhang, Zhiguo Zhang:
EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations. CoRR abs/2405.00734 (2024) - [i1]Guoyang Xu, Junqi Xue, Yuxin Liu, Zirui Wang, Min Zhang, Zhenxi Song, Zhiguo Zhang:
Semantic-Guided Multimodal Sentiment Decoding with Adversarial Temporal-Invariant Learning. CoRR abs/2409.00143 (2024) - 2023
- [j3]Chunguang Chu, Zhen Zhang, Zhenxi Song, Zifan Xu, Jiang Wang, Fei Wang, Wei Liu, Liying Lu, Chen Liu, Xiaodong Zhu, Chris Fietkiewicz, Kenneth A. Loparo:
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 27(3): 1307-1318 (2023) - [c1]Zhenxi Song, Zian Pei, Huixia Ren, Lin Zhu, Yi Guo, Zhiguo Zhang:
Disambiguation of Cognitive Impairment Diagnosis with EEG-Based Dual-Contrastive Learning. ICASSP 2023: 1-5 - 2020
- [j2]Haitao Yu, Xinyu Lei, Zhenxi Song, Chen Liu, Jiang Wang:
Supervised Network-Based Fuzzy Learning of EEG Signals for Alzheimer's Disease Identification. IEEE Trans. Fuzzy Syst. 28(1): 60-71 (2020)
2010 – 2019
- 2019
- [j1]Zhenxi Song, Bin Deng, Jiang Wang, Ruofan Wang:
Biomarkers for Alzheimer's Disease Defined by a Novel Brain Functional Network Measure. IEEE Trans. Biomed. Eng. 66(1): 41-49 (2019)
Coauthor Index
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