Longyuan Li

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Gaussian Process

Anomaly Detection

Abnormal Behavior

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Longyuan Li, Junchi Yan, Yunhao Zhang, Jihai Zhang, Jie Bao, Yaohui Jin, Xiaokang Yang
Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Longyuan Li, Junchi Yan, Qingsong Wen, Yaohui Jin, Xiaokang Yang
Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-Series. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. AAAI (2021)
Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting. CoRR (2021)
Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin
Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder. CoRR (2021)
Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin
Anomaly Detection of Time Series With Smoothness-Inducing Sequential Variational Auto-Encoder. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting. CoRR (2021)
Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin
Enhancing Unsupervised Anomaly Detection with Score-Guided Network. CoRR (2021)
Longyuan Li, Jian Yao, Li Wenliang, Tong He, Tianjun Xiao, Junchi Yan, David Wipf, Zheng Zhang
GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction. NeurIPS (2021)
Haiyang Wang, Longyuan Li, Pingjun Pan, Yongkun Wang, Yaohui Jin
Online detection of abnormal passenger out-flow in urban metro system. Neurocomputing 359 (2019)
Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting. IJCAI (2019)
Zhili Xiong, Longyuan Li, Junchi Yan, Haiyang Wang, Hao He, Yaohui Jin
Differential Privacy with Variant-Noise for Gaussian Processes Classification. PRICAI (3) (2019)
Zhijie Chen, Junchi Yan, Longyuan Li, Xiaokang Yang
Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. CoRR (2019)
Pingjun Pan, Haiyang Wang, Longyuan Li, Yongkun Wang, Yaohui Jin
Peak-Hour Subway Passenger Flow Forecasting: A Tensor Based Approach. ITSC (2018)