2 papers
cs.LG2026
Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity
Xu Zhang, Zhengang Huang, Yunzhi Wu +6
Current time series forecasting (TSF) research predominantly focuses on scale-homogeneous data, where different time series share similar numerical magnitude ranges. However, in re…
q-fin.ST2026
Multi-period Learning for Financial Time Series Forecasting
Xu Zhang, Zhengang Huang, Yunzhi Wu +7
Time series forecasting is important in finance domain. Financial time series (TS) patterns are influenced by both short-term public opinions and medium-/long-term policy and marke…