Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Longyuan Li

Enhancing Unsupervised Anomaly Detection with Score-Guided Network


Sep 10, 2021
Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin


  Access Paper or Ask Questions

Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder


Feb 02, 2021
Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin

* Accepted by IEEE Transactions on Neural Network and Learning System (TNNLS), 2020 

  Access Paper or Ask Questions

Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting


Jan 31, 2021
Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian

* Accepted by AAAI 2021 conference 

  Access Paper or Ask Questions

Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting


Jan 31, 2021
Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin

* IJCAI 2019 

  Access Paper or Ask Questions

Decoding Spiking Mechanism with Dynamic Learning on Neuron Population


Nov 21, 2019
Zhijie Chen, Junchi Yan, Longyuan Li, Xiaokang Yang


  Access Paper or Ask Questions