Efficient Link Prediction with Node Clustering Coefficient. - Zhihao Wu 001; Youfang Lin; Jing Wang 060; Steve Gregory (CoRR, 2015)

Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG. - Liangjie Wei; Youfang Lin; Jing Wang 060; Yan Ma (ICTAI, 2017)

A RR interval based automated apnea detection approach using residual network. - Lei Wang 096; Youfang Lin; Jing Wang 060 (Comput. Methods Programs Biomed., 2019)

Detecting Causality in Multivariate Time Series via Non-Uniform Embedding. - Ziyu Jia; Youfang Lin; Zehui Jiao; Yan Ma; Jing Wang 060 (Entropy, 2019)

Learning Space-Time-Frequency Representation with Two-Stream Attention Based 3D Network for Motor Imagery Classification. - Zhenqi Li; Jing Wang 060; Ziyu Jia; Youfang Lin (ICDM, 2020)

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Ronghao Zhou; Xiaojun Ning 001; Yuanlai He; Yaoshuai Zhao (IJCAI, 2020)

SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition. - Ziyu Jia; Youfang Lin; Xiyang Cai; Haobin Chen; Haijun Gou; Jing Wang 060 (ACM Multimedia, 2020)

MMCNN: A Multi-branch Multi-scale Convolutional Neural Network for Motor Imagery Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Kaixin Yang; Tianhang Liu; Xinwang Zhang (ECML/PKDD (3), 2020)

Representation based on ordinal patterns for seizure detection in EEG signals. - Yunxiao Liu; Youfang Lin; Ziyu Jia; Yan Ma; Jing Wang 060 (Comput. Biol. Medicine, 2020)

SleepPrintNet: A Multivariate Multimodal Neural Network Based on Physiological Time-Series for Automatic Sleep Staging. - Ziyu Jia; Xiyang Cai; Gaoxing Zheng; Jing Wang 060; Youfang Lin (IEEE Trans. Artif. Intell., 2020)

Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding. - Qinfeng Xiao; Jing Wang 060; Jianan Ye; Hongjun Zhang; Yuyan Bu; Yiqiong Zhang; Hao Wu (ICASSP, 2021)

A Prediction-Augmented AutoEncoder for Multivariate Time Series Anomaly Detection. - Sawenbo Gong; Zhihao Wu 001; Yunxiao Liu; Youfang Lin; Jing Wang 060 (ICONIP (1), 2021)

CCAD: A Collective Contextual Anomaly Detection Framework for KPI Data Stream. - Ganghui Hu; Jing Wang 060; Yunxiao Liu; Wang Ke; Youfang Lin (ICONIP (5), 2021)

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging. - Ziyu Jia; Youfang Lin; Jing Wang 060; Xuehui Wang; Peiyi Xie; Yingbin Zhang (IJCAI, 2021)

HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition. - Ziyu Jia; Youfang Lin; Jing Wang 060; Zhiyang Feng; Xiangheng Xie; Caijie Chen (ACM Multimedia, 2021)

Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification. - Ziyu Jia; Youfang Lin; Jing Wang 060; Xiaojun Ning 001; Yuanlai He; Ronghao Zhou; Yuhan Zhou; Li-Wei H. Lehman (CoRR, 2021)

SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging. - Hongjun Zhang; Jing Wang 060; Qinfeng Xiao; Jiaoxue Deng; Youfang Lin (CoRR, 2021)

Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble. - Qinfeng Xiao; Jing Wang 060; Youfang Lin; Wenbo Gongsa; Ganghui Hu; Menggang Li; Fang Wang (Entropy, 2021)

Self-adversarial variational autoencoder with spectral residual for time series anomaly detection. - Yunxiao Liu; Youfang Lin; Qinfeng Xiao; Ganghui Hu; Jing Wang 060 (Neurocomputing, 2021)

Multi-Level Spatial-Temporal Adaptation Network for Motor Imagery Classification. - Wei Xu; Jing Wang 060; Ziyu Jia; Zhiqing Hong; Yunze Li; Youfang Lin (ICASSP, 2022)

Expert Knowledge Inspired Contrastive Learning for Sleep Staging. - Hongjun Zhang; Jing Wang 060; Jiahong Xiong; Yuxuan Ding; Zhenliang Gan; Youfang Lin (IJCNN, 2022)

Arrhythmia detection based on multi-scale fusion of hybrid deep models from single lead ECG recordings: A multicenter dataset study. - Chenbin Ma; Ke Lan; Jing Wang 060; Zhicheng Yang; Zhengbo Zhang (Biomed. Signal Process. Control., 2022)

Integrating User-Group relationships under interest similarity constraints for social recommendation. - Yujin Chen; Jing Wang 060; Zhihao Wu 001; Youfang Lin (Knowl. Based Syst., 2022)

CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification. - Jianan Ye; Qinfeng Xiao; Jing Wang 060; Hongjun Zhang; Jiaoxue Deng; Youfang Lin (IEEE Signal Process. Lett., 2022)

MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction. - Jing Wang 060; Aixin Sun; Hao Zhang 048; Xiaoli Li 001 (ACL (1), 2023)

Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network. - Ziyu Jia; Youfang Lin; Yuhan Zhou; Xiyang Cai; Peng Zheng; Qiang Li; Jing Wang 060 (ICASSP, 2023)

A Bayesian Graph Neural Network for EEG Classification - A Win-Win on Performance and Interpretability. - Jing Wang 060; Xiaojun Ning 001; Wangjun Shi; Youfang Lin (ICDE, 2023)

Time-Series Contrastive Learning against False Negatives and Class Imbalance. - Xiyuan Jin; Jing Wang 060; Lei Liu; Youfang Lin (CoRR, 2023)

Multi-View Consistency Contrastive Learning With Hard Positives for Sleep Signals. - Jiaoxue Deng; Youfang Lin; Xiyuan Jin; Xiaojun Ning 001; Jing Wang 060 (IEEE Signal Process. Lett., 2023)

CrossFuN: Multiview Joint Cross-Fusion Network for Time-Series Anomaly Detection. - Yunfei Bai; Jing Wang 060; Xueer Zhang; Xiangtai Miao; Youfang Lin (IEEE Trans. Instrum. Meas., 2023)

Multiscale Wavelet Graph AutoEncoder for Multivariate Time-Series Anomaly Detection. - Jing Wang 060; Shikuan Shao; Yunfei Bai; Jiaoxue Deng; Youfang Lin (IEEE Trans. Instrum. Meas., 2023)

A homologous and heterogeneous multi-view inter-patient adaptive network for arrhythmia detection. - Zhaoyang Ma; Jing Wang 060; Jinghang Yue; Youfang Lin (Comput. Methods Programs Biomed., 2023)

TVR-Ranking: A Dataset for Ranked Video Moment Retrieval with Imprecise Queries. - Renjie Liang; Li Li; Chongzhi Zhang; Jing Wang 060; Xizhou Zhu; Aixin Sun (CoRR, 2024)

Hesitation and Tolerance in Recommender Systems. - Kuan Zou; Aixin Sun; Xuemeng Jiang; Yitong Ji; Hao Zhang 048; Jing Wang 060; Ruijie Guo (CoRR, 2024)

Multi-source Selective Graph Domain Adaptation Network for cross-subject EEG emotion recognition. - Jing Wang 060; Xiaojun Ning 001; Wei Xu; Yunze Li; Ziyu Jia; Youfang Lin (Neural Networks, 2024)

MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition. - Xiaojun Ning 001; Jing Wang 060; Youfang Lin; Xiyang Cai; Haobin Chen; Haijun Gou; Xiaoli Li 001; Ziyu Jia (IEEE Trans. Instrum. Meas., 2024)

Spatial-temporal uncertainty-aware graph networks for promoting accuracy and reliability of traffic forecastin. - Xiyuan Jin; Jing Wang 060; Shengnan Guo 001; Tonglong Wei; Yiji Zhao; Youfang Lin; Huaiyu Wan (Expert Syst. Appl., 2024)

TF4TF: Multi-semantic modeling within the time-frequency domain for long-term time-series forecasting. - Xueer Zhang; Jing Wang 060; Yunfei Bai; Lu Zhang; Youfang Lin (Neurocomputing, 2025)

Multi-granularity contrastive zero-shot learning model based on attribute decomposition. - Yuanlong Wang; Jing Wang 060; Yue Fan; Qinghua Chai; Hu Zhang 003; Xiaoli Li 001; Ru Li 001 (Inf. Process. Manag., 2025)

Group-wise relation mining for weakly-supervised fine-grained multimodal emotion recognition. - Xiyuan Jin; Jing Wang 060; Huaiyu Qin; Xiaojun Ning 001; Tianzuo Xin; Youfang Lin (Neural Networks, 2025)

TV-Net: Temporal-Variable feature harmonizing Network for multivariate time series classification and interpretation. - Jinghang Yue; Jing Wang 060; Shuo Zhang 015; Zhaoyang Ma; Yuxing Shi; Youfang Lin (Neural Networks, 2025)

Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework. - Jing Wang 060; Fengzhuo Zhang; Xiaoli Li 001; Vincent Y. F. Tan; Tianyu Pang; Chao Du; Aixin Sun; Zhuoran Yang (CoRR, 2025)

Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification. - Jing Wang 060; Xuehui Wang; Xiaojun Ning 001; Youfang Lin; Huy Phan; Ziyu Jia (IEEE J. Biomed. Health Informatics, 2025)

Harmonizing Intra-coherence and Inter-divergence in Ensemble Attacks for Adversarial Transferability. - Zhaoyang Ma; Zhihao Wu 001; Wang Lu; Xin Gao; Jinghang Yue; Taolin Zhang; Lipo Wang; Youfang Lin; Jing Wang 060 (CoRR, 2025)