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Yangfei Zheng
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 11
Top Topics
Meta Reasoning
Function Approximators
Autoregressive Moving Average
State Space
Top Venues
CoRR
IJCAI
KDD
DASFAA (1)
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Publications
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Fan Zhou
,
Chen Pan
,
Lintao Ma
,
Yu Liu
,
Shiyu Wang
,
James Zhang
,
Xinxin Zhu
,
Xuanwei Hu
,
Yunhua Hu
,
Yangfei Zheng
,
Lei Lei
,
Yun Hu
SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies.
CoRR
(2023)
Shiyu Wang
,
Yinbo Sun
,
Xiaoming Shi
,
Shiyi Zhu
,
Lintao Ma
,
James Zhang
,
Yangfei Zheng
,
Liu Jian
Full Scaling Automation for Sustainable Development of Green Data Centers.
IJCAI
(2023)
Shiyu Wang
,
Yinbo Sun
,
Yan Wang
,
Fan Zhou
,
Lintao Ma
,
James Zhang
,
Yangfei Zheng
Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation.
DASFAA (1)
(2023)
Xiang Cheng
,
Yangfei Zheng
A Rule-Based Unstructured Information Extraction Model for Announcements of Listed Companies' Stock Increase or Decrease.
ICCDA
(2023)
Fan Zhou
,
Chen Pan
,
Lintao Ma
,
Yu Liu
,
Shiyu Wang
,
James Zhang
,
Xinxin Zhu
,
Xuanwei Hu
,
Yunhua Hu
,
Yangfei Zheng
,
Lei Lei
,
Hu Yun
SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies.
AAAI
(2023)
Shiyu Wang
,
Fan Zhou
,
Yinbo Sun
,
Lintao Ma
,
James Zhang
,
Yangfei Zheng
,
Lei Lei
,
Yun Hu
End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation.
CoRR
(2022)
Ziliang Wang
,
Shiyi Zhu
,
Jianguo Li
,
Wei Jiang
,
K. K. Ramakrishnan
,
Yangfei Zheng
,
Meng Yan
,
Xiaohong Zhang
,
Alex X. Liu
DeepScaling: microservices autoscaling for stable CPU utilization in large scale cloud systems.
SoCC
(2022)
Siqiao Xue
,
Chao Qu
,
Xiaoming Shi
,
Cong Liao
,
Shiyi Zhu
,
Xiaoyu Tan
,
Lintao Ma
,
Shiyu Wang
,
Shijun Wang
,
Yun Hu
,
Lei Lei
,
Yangfei Zheng
,
Jianguo Li
,
James Zhang
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.
CoRR
(2022)
Yinbo Sun
,
Lintao Ma
,
Yu Liu
,
Shijun Wang
,
James Zhang
,
Yangfei Zheng
,
Hu Yun
,
Lei Lei
,
Yulin Kang
,
Llinbao Ye
Memory Augmented State Space Model for Time Series Forecasting.
IJCAI
(2022)
Siqiao Xue
,
Chao Qu
,
Xiaoming Shi
,
Cong Liao
,
Shiyi Zhu
,
Xiaoyu Tan
,
Lintao Ma
,
Shiyu Wang
,
Shijun Wang
,
Yun Hu
,
Lei Lei
,
Yangfei Zheng
,
Jianguo Li
,
James Zhang
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud.
KDD
(2022)
Shiyu Wang
,
Fan Zhou
,
Yinbo Sun
,
Lintao Ma
,
James Zhang
,
Yangfei Zheng
End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation.
ICDM (Workshops)
(2022)