2 papers
cs.AI2025
ASTIF: Adaptive Semantic-Temporal Integration for Cryptocurrency Price Forecasting
Hafiz Saif Ur Rehman, Ling Liu, Kaleem Ullah Qasim
Financial time series forecasting is fundamentally an information fusion challenge, yet most existing models rely on static architectures that struggle to integrate heterogeneous k…
cs.CL2025
Complexity Agnostic Recursive Decomposition of Thoughts
Kaleem Ullah Qasim, Jiashu Zhang, Hafiz Saif Ur Rehman
Large language models often fail on multi-step reasoning due to fixed reasoning strategies that ignore problem specific difficulty. We introduce CARD (Complexity Agnostic Recursive…