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Xintong Liu, Chenkai Zhang, Yanzhao Ma, Peng Yang

Public reference bibliography and cataloged PDF materials authored or published by Xintong Liu, Chenkai Zhang, Yanzhao Ma, Peng Yang.

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Lineage-Aware Search Control for LLM-Based Evolutionary Factor Mining

Year: 2026 • Source: arxiv.org • Listed PDF

Formulaic alpha factor mining searches for symbolic expressions that transform market data into predictive signals. Recent LLM-based evolutionary factor mining methods use large language models as semantic variation oper...