2 papers
q-fin.CP2025
Multi-Agent Analysis of Off-Exchange Public Information for Cryptocurrency Market Trend Prediction
Kairan Hong, Jinling Gan, Qiushi Tian +3
Cryptocurrency markets present unique prediction challenges due to their extreme volatility, 24/7 operation, and hypersensitivity to news events, with existing approaches suffering…
cs.LG2025
CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness
Yingwei Zhang, Ke Bu, Zhuoran Zhuang +5
The past decades witness the significant advancements in time series forecasting (TSF) across various real-world domains, including e-commerce and disease spread prediction. Howeve…