Yuanyuan Yao

According to our database, Yuanyuan Yao authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

AegisTS: A Hierarchical Agent System with Reinforcement Learning for Multivariate Time Series Data Cleaning.

Yuhan Shi, Yuanyuan Yao, Lu Chen, Mourad Khayati, Tianyi Li

CoRR, May, 2026

Moon: A Modality Conversion-Based Efficient Multivariate Time Series Anomaly Detection.

Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li

IEEE Trans. Knowl. Data Eng., January, 2026

2025

Arrow: Accelerator for Time Series Causal Discovery with Time Weaving.

Yuanyuan Yao, Yuan Dong, Lu Chen, Kun Kuang, Ziquan Fang, Cheng Long, Yunjun Gao, Tianyi Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

<i>Camel:</i> Efficient Compression of Floating-Point Time Series.

Yuanyuan Yao, Lu Chen, Ziquan Fang, Yunjun Gao, Christian S. Jensen, Tianyi Li

Proc. ACM Manag. Data, December, 2024

A Demonstration of TENDS: Time Series Management System based on Model Selection.

Yuanyuan Yao, Shenjia Dai, Yilin Li, Lu Chen, Dimeng Li, Yunjun Gao, Tianyi Li

Proc. VLDB Endow., August, 2024

TSec: An Efficient and Effective Framework for Time Series Classification.

Yuanyuan Yao, Hailiang Jie, Lu Chen, Tianyi Li, Yunjun Gao, Shiting Wen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting.

Yuanyuan Yao, Dimeng Li, Hailiang Jie, Lu Chen, Tianyi Li, Jie Chen, Jiaqi Wang, Feifei Li, Yunjun Gao

Proc. VLDB Endow., 2023