From Hypotheses to Factors: Constrained LLM Agents in Cryptocurrency Markets

By Yikuan Huang, Zheqi Fan, Kaiqi Hu, Yifan Ye

Published 2026-04-29

Everscope rating

1840

Relevance to quantitative trading

9 / 10

Implementation complexity

7 / 10

Reproducibility

4 / 5

About this paper

Methodology: Constrained Agentic Factor Discovery Framework. Problem types: Portfolio Optimization, Ranking, Optimization, Time Series Forecasting.

arXiv:2604.26747 · Paper rankings

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