Longyuan Li

According to our database, Longyuan Li authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Unsupervised Anomaly Detection With Score-Guided Network.

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

IEEE Trans. Neural Networks Learn. Syst., October, 2024

2023

Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting.

Longyuan Li, Junchi Yan, Yunhao Zhang, Jihai Zhang, Jie Bao, Yaohui Jin, Xiaokang Yang

IEEE Trans. Knowl. Data Eng., July, 2023

Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-Series.

Longyuan Li, Junchi Yan, Qingsong Wen, Yaohui Jin, Xiaokang Yang

IEEE Trans. Knowl. Data Eng., June, 2023

2021

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

Longyuan Li, Junchi Yan, Haiyang Wang, Yaohui Jin

IEEE Trans. Neural Networks Learn. Syst., 2021

Enhancing Unsupervised Anomaly Detection with Score-Guided Network.

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

CoRR, 2021

GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction.

Longyuan Li, Jian Yao, Li K. Wenliang, Tong He, Tianjun Xiao, Junchi Yan, David Wipf, Zheng Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Online detection of abnormal passenger out-flow in urban metro system.

Haiyang Wang, Longyuan Li, Pingjun Pan, Yongkun Wang, Yaohui Jin

Neurocomputing, 2019

Decoding Spiking Mechanism with Dynamic Learning on Neuron Population.

Zhijie Chen, Junchi Yan, Longyuan Li, Xiaokang Yang

CoRR, 2019

Differential Privacy with Variant-Noise for Gaussian Processes Classification.

Zhili Xiong, Longyuan Li, Junchi Yan, Haiyang Wang, Hao He, Yaohui Jin

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting.

Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Peak-Hour Subway Passenger Flow Forecasting: A Tensor Based Approach.

Pingjun Pan, Haiyang Wang, Longyuan Li, Yongkun Wang, Yaohui Jin

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018