2 papers
cs.LG2025
DecoKAN: Interpretable Decomposition for Forecasting Cryptocurrency Market Dynamics
Yuan Gao, Zhenguo Dong, Xuelong Wang +3
Accurate and interpretable forecasting of multivariate time series is crucial for understanding the complex dynamics of cryptocurrency markets in digital asset systems. Advanced de…
cs.LG2025
Dynamic Adaptive Parsing of Temporal and Cross-Variable Patterns for Network State Classification
Yuan Gao, Xuelong Wang, Zhenguo Dong +1
Effective network state classification is a primary task for ensuring network security and optimizing performance. Existing deep learning models have shown considerable progress in…