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Yunyao Cheng 0001
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- affiliation: Aalborg University, Denmark
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2020 – today
- 2024
- [j4]Yunyao Cheng, Chenjuan Guo, Bin Yang, Haomin Yu, Kai Zhao, Christian S. Jensen:
A Memory Guided Transformer for Time Series Forecasting. Proc. VLDB Endow. 18(2): 239-252 (2024) - [c2]Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo:
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting. ICLR 2024 - [i3]Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen
, Bin Yang, Chenjuan Guo:
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting. CoRR abs/2402.05956 (2024) - [i2]Kai Zhao, Zhihao Zhuang, Chenjuan Guo, Hao Miao, Yunyao Cheng, Bin Yang:
Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning. CoRR abs/2410.16888 (2024) - 2023
- [j3]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:
MagicScaler: Uncertainty-aware, Predictive Autoscaling. Proc. VLDB Endow. 16(12): 3808-3821 (2023) - [j2]Kai Zhao
, Chenjuan Guo, Yunyao Cheng
, Peng Han, Miao Zhang, Bin Yang
:
Multiple Time Series Forecasting with Dynamic Graph Modeling. Proc. VLDB Endow. 17(4): 753-765 (2023) - [j1]Yunyao Cheng
, Peng Chen, Chenjuan Guo, Kai Zhao
, Qingsong Wen
, Bin Yang
, Christian S. Jensen:
Weakly Guided Adaptation for Robust Time Series Forecasting. Proc. VLDB Endow. 17(4): 766-779 (2023) - 2022
- [i1]Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng:
A Pattern Discovery Approach to Multivariate Time Series Forecasting. CoRR abs/2212.10306 (2022)
2010 – 2019
Coauthor Index
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