Yunyao Cheng

According to our database, Yunyao Cheng authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

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

Kai Zhao, Zhihao Zhuang, Chenjuan Guo, Hao Miao, Yunyao Cheng, Bin Yang

CoRR, 2024

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

Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Multiple Time Series Forecasting with Dynamic Graph Modeling.

Kai Zhao, Chenjuan Guo, Yunyao Cheng, Peng Han, Miao Zhang, Bin Yang

Proc. VLDB Endow., December, 2023

Weakly Guided Adaptation for Robust Time Series Forecasting.

Yunyao Cheng, Peng Chen, Chenjuan Guo, Kai Zhao, Qingsong Wen, Bin Yang, Christian S. Jensen

Proc. VLDB Endow., December, 2023

MagicScaler: Uncertainty-aware, Predictive Autoscaling.

Zhicheng Pan, Yihang Wang, Yingying Zhang, Sean Bin Yang, Yunyao Cheng, Peng Chen, Chenjuan Guo, Qingsong Wen, Xiduo Tian, Yunliang Dou, Zhiqiang Zhou, Chengcheng Yang, Aoying Zhou, Bin Yang

Proc. VLDB Endow., 2023

2022

A Pattern Discovery Approach to Multivariate Time Series Forecasting.

Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng

CoRR, 2022

2019

Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection.

Yunyao Cheng, Bin Wu, Li Song, Chuan Shi

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