Qinfeng Xiao

SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging pdf

Jing Wang, Hongjun Zhang, Qinfeng Xiao, 2021, ArXiv.

Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction pdf

Jing Wang, Qinfeng Xiao, Shikuan Shao, 2021, ArXiv.

Self-adversarial variational autoencoder with spectral residual for time series anomaly detection

Yunxiao Liu, Jing Wang, Qinfeng Xiao, 2021, Neurocomputing.

Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding

Yiqiong Zhang, Jing Wang, Hongjun Zhang, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble

Jing Wang, Fang Wang, Menggang Li, 2021, Entropy.