Multi-label Arrhythmia Classification from Fixed-length Compressed ECG Segments in Real-time Wearable ECG Monitoring. - Yunfei Cheng; Yalan Ye; Mengshu Hou; Wenwen He; Tongjie Pan (EMBC, 2020)

Atrial Fibrillation Detection Directly from Compressed ECG with the Prior of Measurement Matrix. - Yunfei Cheng; Ying Hu; Mengshu Hou; Tongjie Pan; Wenwen He; Yalan Ye (Inf., 2020)

Online Cross-subject Emotion Recognition from ECG via Unsupervised Domain Adaptation. - Wenwen He; Yalan Ye; Yunxia Li; Tongjie Pan; Li Lu 001 (EMBC, 2021)

End-to-End Versatile Human Activity Recognition with Activity Image Transfer Learning. - Yalan Ye; Ziqi Liu; Ziwei Huang; Tongjie Pan; Zhengyi Wan (EMBC, 2021)

PPG-based Biometric Identification: Discovering and Identifying a New User. - Yalan Ye; Guocheng Xiong; Zhengyi Wan; Tongjie Pan; Ziwei Huang (EMBC, 2021)

Cross-subject EEG-based Emotion Recognition Using Adversarial Domain Adaption with Attention Mechanism. - Yalan Ye; Xin Zhu; Yunxia Li; Tongjie Pan; Wenwen He (EMBC, 2021)

Alleviating Feature Confusion in Cross-Subject Human Activity Recognition via Adversarial Domain Adaptation Strategy. - Yalan Ye; Qiang Zhou; Tongjie Pan; Ziwei Huang; Zhengyi Wan (EMBC, 2021)

Reducing bias to source samples for unsupervised domain adaptation. - Yalan Ye; Ziwei Huang; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (Neural Networks, 2021)

Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning. - Yalan Ye; Tongjie Pan; Qianhe Meng; Jingjing Li 001; Li Lu 001 (IJCAI, 2022)

Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. - Yalan Ye; Yukun He; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

Vibroarthrography-based Knee Lesions Location via Multi-Label Embedding Learning. - Tongjie Pan; Yangwuyong Zhang; Qiaosen Dong; Yalan Ye; Yuxiang Li; Zhengyi Wan; Tan Ding (EMBC, 2023)

Cross-subject EMG hand gesture recognition based on dynamic domain generalization. - Yalan Ye; Yujie He; Tongjie Pan; Qiaosen Dong; Jiajun Yuan; Wengang Zhou (EMBC, 2023)

Multimodal Physiological Signals Fusion for Online Emotion Recognition. - Tongjie Pan; Yalan Ye; Hecheng Cai; Shudong Huang; Yang Yang 002; Guoqing Wang 001 (ACM Multimedia, 2023)

Learning MLatent Representations for Generalized Zero-Shot Learning. - Yalan Ye; Tongjie Pan; Tonghoujun Luo; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

Cross-subject EEG-based Motor Imagery Recognition for Patient's Rehabilitation. - Yalan Ye; Xinxin Mu; Tongjie Pan; Yuxiang Li; Lin Wei; Xiaoli Fan; Lan Wei (EMBC, 2024)

Multiscale-temporal Feature Extraction and boundary confusion alleviation for VAG-based fine-grained multi-grade osteoarthritis deterioration monitoring. - Yangwuyong Zhang; Tongjie Pan; Yalan Ye; Zhengyi Wan; Benyuan Liu; Tan Ding (Comput. Methods Programs Biomed., 2024)

Online multi-hypergraph fusion learning for cross-subject emotion recognition. - Tongjie Pan; Yalan Ye; Yangwuyong Zhang; Kunshu Xiao; Hecheng Cai (Inf. Fusion, 2024)

Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. - Yalan Ye; Tongjie Pan; Qianhe Meng; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Prototype Matching with Domain Alignment for Open-world Specific Emitter Identification. - Wang Xiao; Yalan Ye; Tongjie Pan; Chenyang Li (ICASSP, 2025)

Graphormer-Guided Task Planning: Beyond Static Rules with LLM Safety Perception. - Wanjing Huang; Tongjie Pan; Yalan Ye (CoRR, 2025)