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)

Correlation Analysis between the Viral Load and the Progression of COVID-19. - Wenyu Chen 005; Qinfeng Xiao; Zhixian Fang; Xiaodong Lv; Ming Yao; Min Deng (Comput. Math. Methods Medicine, 2021)

Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction. - Qinfeng Xiao; Shikuan Shao; Jing Wang (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)

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)