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Ji-Peng Zhang

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#artificial intelligence Preprint Oct 2026

EvoQuantLab: Training-Free Dual-Loop Evolution for Auditable Quantitative Research

Automated alpha factor discovery is critical for modern quantitative research. While large language models (LLMs) have increasingly been integrated into quantitative workflows, existing agent-based approaches remain highly susceptible to severe backtest overfitting. To address this challenge, we propose EvoQuantLab, a...

Hao-Lin Yang, Zhi-Qiang Qian, Chu-Tian Chen et al. · 0 citations

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