Yunyao Cheng

Orcid: 0000-0002-1819-4056

Affiliations:

Aalborg University, Denmark

According to our database¹, Yunyao Cheng authored at least 11 papers between 2019 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

Gaussian Process Latent Variable Modeling for Few-Shot Time Series Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2025

Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs.

[BibT_eX]

[DOI]

CoRR, June, 2025

AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

A Memory Guided Transformer for Time Series Forecasting.

[BibT_eX]

[DOI]

Proc. VLDB Endow., October, 2024

Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Multiple Time Series Forecasting with Dynamic Graph Modeling.

[BibT_eX]

[DOI]

Proc. VLDB Endow., December, 2023

Weakly Guided Adaptation for Robust Time Series Forecasting.

[BibT_eX]

[DOI]

Proc. VLDB Endow., December, 2023

MagicScaler: Uncertainty-aware, Predictive Autoscaling.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

2022

A Pattern Discovery Approach to Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2022

2019

Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Yunyao Cheng

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