Qinfeng Xiao

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 7

Top Topics

Correlation Analysis

Anomaly Detection

Top Venues

IEEE Signal Process. Lett.

Comput. Math. Methods Medicine

Publications

Jianan Ye, Qinfeng Xiao, Jing Wang, Hongjun Zhang, Jiaoxue Deng, Youfang Lin
CoSleep: A Multi-View Representation Learning Framework for Self-Supervised Learning of Sleep Stage Classification. IEEE Signal Process. Lett. 29 (2022)
Yunxiao Liu, Youfang Lin, Qinfeng Xiao, Ganghui Hu, Jing Wang
Self-adversarial variational autoencoder with spectral residual for time series anomaly detection. Neurocomputing 458 (2021)
Wenyu Chen, Qinfeng Xiao, Zhixian Fang, Xiaodong Lv, Ming Yao, Min Deng
Correlation Analysis between the Viral Load and the Progression of COVID-19. Comput. Math. Methods Medicine 2021 (2021)
Qinfeng Xiao, Shikuan Shao, Jing Wang
Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction. CoRR (2021)
Qinfeng Xiao, Jing Wang, Jianan Ye, Hongjun Zhang, Yuyan Bu, Yiqiong Zhang, Hao Wu
Self-Supervised Learning for Sleep Stage Classification with Predictive and Discriminative Contrastive Coding. ICASSP (2021)
Hongjun Zhang, Jing Wang, Qinfeng Xiao, Jiaoxue Deng, Youfang Lin
SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging. CoRR (2021)
Qinfeng Xiao, Jing Wang, Youfang Lin, Wenbo Gongsa, Ganghui Hu, Menggang Li, Fang Wang
Unsupervised Anomaly Detection with Distillated Teacher-Student Network Ensemble. Entropy 23 (2) (2021)