2 papers
cs.AI2026
MVG-KAN: Multi-View Geo-Wind Guided KAN for PM Forecasting
Cheng Huang, Muyao Guan, Jairus Yougui Railey +6
Accurate short-term PM forecasting is important for public health protection, air-quality early warning, and urban environmental management. However, PM variation i…
q-fin.TR2025
Trading Under Uncertainty: A Distribution-Based Strategy for Futures Markets Using FutureQuant Transformer
Wenhao Guo, Yuda Wang, Zeqiao Huang +2
In the complex landscape of traditional futures trading, where vast data and variables like real-time Limit Order Books (LOB) complicate price predictions, we introduce the FutureQ…