Objective-Oriented Quantitative Investment: A Specification-Driven Framework for Automated Synthesis of Trading Strategy Pipelines

By Liangliang Zhang

Published 2026-08-11

Everscope rating

1545.5

Relevance to quantitative trading

10 / 10

Implementation complexity

9 / 10

Reproducibility

4 / 5

About this paper

Methodology: Objective-Oriented Quantitative Investment (OOQI). Problem types: Portfolio Optimization, Optimization, Risk Management, Algorithmic Execution, Structured Prediction, Multi-task Learning, Transfer Learning.

arXiv:2608.10410 · Paper rankings

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