8 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 4 cited
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Shiyu Wang, Jiawei Li, Xiaoming Shi +6
Time series analysis plays a critical role in numerous applications, supporting tasks such as forecasting, classification, anomaly detection, and imputation. In this work, we prese…
cs.LG2024★ 8 cited
Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting
Shiyu Wang, Zhixuan Chu, Yinbo Sun +7
Accurate workload forecasting is critical for efficient resource management in cloud computing systems, enabling effective scheduling and autoscaling. Despite recent advances with…
cs.LG2024★ 2 cited
Causal Interventional Prediction System for Robust and Explainable Effect Forecasting
Zhixuan Chu, Hui Ding, Guang Zeng +2
Although the widespread use of AI systems in today's world is growing, many current AI systems are found vulnerable due to hidden bias and missing information, especially in the mo…