3 papers
cs.AI2026
CryptoL: Towards Scale Dominance and Physics Constraints Mitigation in Financial Multivariate Time Series Forecasting
Yalda Taheri, Mohammad Hassan Heydari, Armon Rasooli +3
Cryptocurrency forecasting presents a distinctive combination of extreme cross-asset scale heterogeneity, non-stationary dynamics, and structural dependencies among Open, High, Low…
cs.AI2026
Small Reasoning Models are Instruction Followers in Function Calling
Yalda Taheri, Mohammad Hassan Heydari, Erfan Naaman +1
Function calling represents the core capability of agentic large language models (LLMs). Existing research has focused on enhancing LLMs function-calling accuracy through fine-tuni…
cs.LG2024
Context Awareness Gate For Retrieval Augmented Generation
Mohammad Hassan Heydari, Arshia Hemmat, Erfan Naman +1
Retrieval Augmented Generation (RAG) has emerged as a widely adopted approach to mitigate the limitations of large language models (LLMs) in answering domain-specific questions. Pr…