Longyuan Li

Orcid: 0000-0003-4172-7532

According to our database1, Longyuan Li authored at least 11 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Learning Generative RNN-ODE for Collaborative Time-Series and Event Sequence Forecasting.
IEEE Trans. Knowl. Data Eng., July, 2023

Learning Robust Deep State Space for Unsupervised Anomaly Detection in Contaminated Time-Series.
IEEE Trans. Knowl. Data Eng., June, 2023

2021
Anomaly Detection of Time Series With Smoothness-Inducing Sequential Variational Auto-Encoder.
IEEE Trans. Neural Networks Learn. Syst., 2021

Enhancing Unsupervised Anomaly Detection with Score-Guided Network.
CoRR, 2021

GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction.
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.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019
Online detection of abnormal passenger out-flow in urban metro system.
Neurocomputing, 2019

Decoding Spiking Mechanism with Dynamic Learning on Neuron Population.
CoRR, 2019

Differential Privacy with Variant-Noise for Gaussian Processes Classification.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Peak-Hour Subway Passenger Flow Forecasting: A Tensor Based Approach.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018


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